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@inproceedings{DBLP:conf/mlsys/0001JNGAKS020,
  author       = {Paras Jain and
                  Ajay Jain and
                  Aniruddha Nrusimha and
                  Amir Gholami and
                  Pieter Abbeel and
                  Kurt Keutzer and
                  Ion Stoica and
                  Joseph Gonzalez},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/320.pdf},
  timestamp    = {Thu, 18 Jun 2020 15:47:18 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/0001JNGAKS020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/0002BP20,
  author       = {Shang Wang and
                  Yifan Bai and
                  Gennady Pekhimenko},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {{BPPSA:} Scaling Back-propagation by Parallel Scan Algorithm},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/317.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/0002BP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/AhnLLCHE20,
  author       = {Byung Hoon Ahn and
                  Jinwon Lee and
                  Jamie Menjay Lin and
                  Hsin{-}Pai Cheng and
                  Jilei Hou and
                  Hadi Esmaeilzadeh},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {Ordering Chaos: Memory-Aware Scheduling of Irregularly Wired Neural
                  Networks for Edge Devices},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/290.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/AhnLLCHE20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/BlalockOFG20,
  author       = {Davis W. Blalock and
                  Jose Javier Gonzalez Ortiz and
                  Jonathan Frankle and
                  John V. Guttag},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {What is the State of Neural Network Pruning?},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/296.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/BlalockOFG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/ChenMFGTS20,
  author       = {Beidi Chen and
                  Tharun Medini and
                  James Farwell and
                  Sameh Gobriel and
                  Tsung{-}Yuan Charlie Tai and
                  Anshumali Shrivastava},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {{SLIDE} : In Defense of Smart Algorithms over Hardware Acceleration
                  for Large-Scale Deep Learning Systems},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/306.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/ChenMFGTS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/Chidambaram0D20,
  author       = {Sivakumar Chidambaram and
                  Pierre Langlois and
                  Jean{-}Pierre David},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {PoET-BiN: Power Efficient Tiny Binary Neurons},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/298.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/Chidambaram0D20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/Fernandez-Marques20,
  author       = {Javier Fern{\'{a}}ndez{-}Marqu{\'{e}}s and
                  Paul N. Whatmough and
                  Andrew Mundy and
                  Matthew Mattina},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {Searching for Winograd-aware Quantized Networks},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/288.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/Fernandez-Marques20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/FrommCPCP20,
  author       = {Joshua Fromm and
                  Meghan Cowan and
                  Matthai Philipose and
                  Luis Ceze and
                  Shwetak N. Patel},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {Riptide: Fast End-to-End Binarized Neural Networks},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/312.pdf},
  timestamp    = {Tue, 28 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/FrommCPCP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/GuanMSLP20,
  author       = {Hui Guan and
                  Laxmikant Kishor Mokadam and
                  Xipeng Shen and
                  Seung{-}Hwan Lim and
                  Robert M. Patton},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {{FLEET:} Flexible Efficient Ensemble Training for Heterogeneous Deep
                  Neural Networks},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/304.pdf},
  timestamp    = {Fri, 01 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mlsys/GuanMSLP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/Haj-AliHMXAWS20,
  author       = {Ameer Haj{-}Ali and
                  Qijing (Jenny) Huang and
                  William S. Moses and
                  John Xiang and
                  Krste Asanovic and
                  John Wawrzynek and
                  Ion Stoica},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {AutoPhase: Juggling {HLS} Phase Orderings in Random Forests with Deep
                  Reinforcement Learning},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/292.pdf},
  timestamp    = {Fri, 21 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/Haj-AliHMXAWS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/Innes20,
  author       = {Mike Innes},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {Sense {\&} Sensitivities: The Path to General-Purpose Algorithmic
                  Differentiation},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/291.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/Innes20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/JainGWD20,
  author       = {Sambhav R. Jain and
                  Albert Gural and
                  Michael Wu and
                  Chris Dick},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {Trained Quantization Thresholds for Accurate and Efficient Fixed-Point
                  Inference of Deep Neural Networks},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/295.pdf},
  timestamp    = {Thu, 09 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mlsys/JainGWD20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/JiaLGZA20,
  author       = {Zhihao Jia and
                  Sina Lin and
                  Mingyu Gao and
                  Matei Zaharia and
                  Alex Aiken},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {Improving the Accuracy, Scalability, and Performance of Graph Neural
                  Networks with Roc},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/300.pdf},
  timestamp    = {Thu, 20 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/JiaLGZA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/JiangWCWWZYCCYL20,
  author       = {Xiaotang Jiang and
                  Huan Wang and
                  Yiliu Chen and
                  Ziqi Wu and
                  Lichuan Wang and
                  Bin Zou and
                  Yafeng Yang and
                  Zongyang Cui and
                  Yu Cai and
                  Tianhang Yu and
                  Chengfei Lyu and
                  Zhihua Wu},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {{MNN:} {A} Universal and Efficient Inference Engine},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/287.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/JiangWCWWZYCCYL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/KangRBZ20,
  author       = {Daniel Kang and
                  Deepti Raghavan and
                  Peter Bailis and
                  Matei Zaharia},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {Model Assertions for Monitoring and Improving {ML} Models},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/319.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/KangRBZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/KraftKNPBZ20,
  author       = {Peter Kraft and
                  Daniel Kang and
                  Deepak Narayanan and
                  Shoumik Palkar and
                  Peter Bailis and
                  Matei Zaharia},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {Willump: {A} Statistically-Aware End-to-end Optimizer for Machine
                  Learning Inference},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/297.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/KraftKNPBZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/LeszczynskiMZ0A20,
  author       = {Megan Leszczynski and
                  Avner May and
                  Jian Zhang and
                  Sen Wu and
                  Christopher R. Aberger and
                  Christopher R{\'{e}}},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {Understanding the Downstream Instability of Word Embeddings},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/305.pdf},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/LeszczynskiMZ0A20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/LiJRGBHRT20,
  author       = {Liam Li and
                  Kevin G. Jamieson and
                  Afshin Rostamizadeh and
                  Ekaterina Gonina and
                  Jonathan Ben{-}tzur and
                  Moritz Hardt and
                  Benjamin Recht and
                  Ameet Talwalkar},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {A System for Massively Parallel Hyperparameter Tuning},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/303.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/LiJRGBHRT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/LiSZSTS20,
  author       = {Tian Li and
                  Anit Kumar Sahu and
                  Manzil Zaheer and
                  Maziar Sanjabi and
                  Ameet Talwalkar and
                  Virginia Smith},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {Federated Optimization in Heterogeneous Networks},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/316.pdf},
  timestamp    = {Wed, 23 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mlsys/LiSZSTS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/LuoWKCN20,
  author       = {Liang Luo and
                  Peter West and
                  Arvind Krishnamurthy and
                  Luis Ceze and
                  Jacob Nelson},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {PLink: Discovering and Exploiting Locality for Accelerated Distributed
                  Training on the public Cloud},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/293.pdf},
  timestamp    = {Fri, 11 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/LuoWKCN20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/MalekzadehAHL20,
  author       = {Mohammad Malekzadeh and
                  Dimitrios Athanasakis and
                  Hamed Haddadi and
                  Benjamin Livshits},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {Privacy-Preserving Bandits},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/310.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/MalekzadehAHL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/MattsonCDCMPTWB20,
  author       = {Peter Mattson and
                  Christine Cheng and
                  Gregory F. Diamos and
                  Cody Coleman and
                  Paulius Micikevicius and
                  David A. Patterson and
                  Hanlin Tang and
                  Gu{-}Yeon Wei and
                  Peter Bailis and
                  Victor Bittorf and
                  David Brooks and
                  Dehao Chen and
                  Debo Dutta and
                  Udit Gupta and
                  Kim M. Hazelwood and
                  Andy Hock and
                  Xinyuan Huang and
                  Daniel Kang and
                  David Kanter and
                  Naveen Kumar and
                  Jeffery Liao and
                  Deepak Narayanan and
                  Tayo Oguntebi and
                  Gennady Pekhimenko and
                  Lillian Pentecost and
                  Vijay Janapa Reddi and
                  Taylor Robie and
                  Tom St. John and
                  Carole{-}Jean Wu and
                  Lingjie Xu and
                  Cliff Young and
                  Matei Zaharia},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {MLPerf Training Benchmark},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/309.pdf},
  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/MattsonCDCMPTWB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/OrZF20,
  author       = {Andrew Or and
                  Haoyu Zhang and
                  Michael J. Freedman},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {Resource Elasticity in Distributed Deep Learning},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/314.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/OrZF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/ParkYACK20,
  author       = {Junki Park and
                  Hyunsung Yoon and
                  Daehyun Ahn and
                  Jungwook Choi and
                  Jae{-}Joon Kim},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {{OPTIMUS:} OPTImized matrix MUltiplication Structure for Transformer
                  neural network accelerator},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/311.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/ParkYACK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/RadulPMHS20,
  author       = {Alexey Radul and
                  Brian Patton and
                  Dougal Maclaurin and
                  Matthew D. Hoffman and
                  Rif A. Saurous},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {Automatically batching control-intensive programs for modern accelerators},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/313.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/RadulPMHS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/RusciCB20,
  author       = {Manuele Rusci and
                  Alessandro Capotondi and
                  Luca Benini},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {Memory-Driven Mixed Low Precision Quantization for Enabling Deep Network
                  Inference on Microcontrollers},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/308.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/RusciCB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/WangVPTDS20,
  author       = {Guanhua Wang and
                  Shivaram Venkataraman and
                  Amar Phanishayee and
                  Jorgen Thelin and
                  Nikhil R. Devanur and
                  Ion Stoica},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {Blink: Fast and Generic Collectives for Distributed {ML}},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/299.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/WangVPTDS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/WangW020,
  author       = {Yu Wang and
                  Gu{-}Yeon Wei and
                  David Brooks},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {A Systematic Methodology for Analysis of Deep Learning Hardware and
                  Software Platforms},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/289.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/WangW020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/WangWM20,
  author       = {Hanson Wang and
                  Zehui Wang and
                  Yuanyuan Ma},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {Predictive Precompute with Recurrent Neural Networks},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/318.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/WangWM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/WasayHLCI20,
  author       = {Abdul Wasay and
                  Brian Hentschel and
                  Yuze Liao and
                  Sanyuan Chen and
                  Stratos Idreos},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {MotherNets: Rapid Deep Ensemble Learning},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/301.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/WasayHLCI20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/WuZIR20,
  author       = {Richard Wu and
                  Aoqian Zhang and
                  Ihab F. Ilyas and
                  Theodoros Rekatsinas},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {Attention-based Learning for Missing Data Imputation in HoloClean},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/307.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/WuZIR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/YuC20,
  author       = {Peifeng Yu and
                  Mosharaf Chowdhury},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {Fine-Grained {GPU} Sharing Primitives for Deep Learning Applications},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/294.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/YuC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/ZhangLHLCLRXHSH20,
  author       = {Xiaofan Zhang and
                  Haoming Lu and
                  Cong Hao and
                  Jiachen Li and
                  Bowen Cheng and
                  Yuhong Li and
                  Kyle Rupnow and
                  Jinjun Xiong and
                  Thomas S. Huang and
                  Honghui Shi and
                  Wen{-}Mei Hwu and
                  Deming Chen},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {SkyNet: a Hardware-Efficient Method for Object Detection and Tracking
                  on Embedded Systems},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/302.pdf},
  timestamp    = {Mon, 22 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/ZhangLHLCLRXHSH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/ZhaoXJQDS020,
  author       = {Weijie Zhao and
                  Deping Xie and
                  Ronglai Jia and
                  Yulei Qian and
                  Ruiquan Ding and
                  Mingming Sun and
                  Ping Li},
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {Distributed Hierarchical {GPU} Parameter Server for Massive Scale
                  Deep Learning Ads Systems},
  booktitle    = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/315.pdf},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/ZhaoXJQDS020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mlsys/2020,
  editor       = {Inderjit S. Dhillon and
                  Dimitris S. Papailiopoulos and
                  Vivienne Sze},
  title        = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
                  TX, USA, March 2-4, 2020},
  publisher    = {mlsys.org},
  year         = {2020},
  url          = {https://proceedings.mlsys.org/book/2020},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/2020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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