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ORCIDBibTeX records: Rebecca Roelofs
@inproceedings{DBLP:conf/cdc/MuthaliSDLRFT23,
author = {Anish Muthali and
Haotian Shen and
Sampada Deglurkar and
Michael H. Lim and
Rebecca Roelofs and
Aleksandra Faust and
Claire J. Tomlin},
title = {Multi-Agent Reachability Calibration with Conformal Prediction},
booktitle = {62nd {IEEE} Conference on Decision and Control, {CDC} 2023, Singapore,
December 13-15, 2023},
pages = {6596--6603},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CDC49753.2023.10383723},
doi = {10.1109/CDC49753.2023.10383723},
timestamp = {Mon, 29 Jan 2024 17:30:32 +0100},
biburl = {https://dblp.org/rec/conf/cdc/MuthaliSDLRFT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/LuFTPBRSWFWAL23,
author = {Yiren Lu and
Justin Fu and
George Tucker and
Xinlei Pan and
Eli Bronstein and
Rebecca Roelofs and
Benjamin Sapp and
Brandyn White and
Aleksandra Faust and
Shimon Whiteson and
Dragomir Anguelov and
Sergey Levine},
title = {Imitation Is Not Enough: Robustifying Imitation with Reinforcement
Learning for Challenging Driving Scenarios},
booktitle = {{IROS}},
pages = {7553--7560},
year = {2023},
url = {https://doi.org/10.1109/IROS55552.2023.10342038},
doi = {10.1109/IROS55552.2023.10342038},
timestamp = {Tue, 05 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iros/LuFTPBRSWFWAL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GulinoFLTBLHPWC23,
author = {Cole Gulino and
Justin Fu and
Wenjie Luo and
George Tucker and
Eli Bronstein and
Yiren Lu and
Jean Harb and
Xinlei Pan and
Yan Wang and
Xiangyu Chen and
John D. Co{-}Reyes and
Rishabh Agarwal and
Rebecca Roelofs and
Yao Lu and
Nico Montali and
Paul Mougin and
Zoey Yang and
Brandyn White and
Aleksandra Faust and
Rowan McAllister and
Dragomir Anguelov and
Benjamin Sapp},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Waymax: An Accelerated, Data-Driven Simulator for Large-Scale Autonomous
Driving Research},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/1838feeb71c4b4ea524d0df2f7074245-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Tue, 05 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GulinoFLTBLHPWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-00432,
author = {Anish Muthali and
Haotian Shen and
Sampada Deglurkar and
Michael H. Lim and
Rebecca Roelofs and
Aleksandra Faust and
Claire J. Tomlin},
title = {Multi-Agent Reachability Calibration with Conformal Prediction},
journal = {CoRR},
volume = {abs/2304.00432},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.00432},
doi = {10.48550/ARXIV.2304.00432},
eprinttype = {arXiv},
eprint = {2304.00432},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-00432.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-08710,
author = {Cole Gulino and
Justin Fu and
Wenjie Luo and
George Tucker and
Eli Bronstein and
Yiren Lu and
Jean Harb and
Xinlei Pan and
Yan Wang and
Xiangyu Chen and
John D. Co{-}Reyes and
Rishabh Agarwal and
Rebecca Roelofs and
Yao Lu and
Nico Montali and
Paul Mougin and
Zoey Yang and
Brandyn White and
Aleksandra Faust and
Rowan McAllister and
Dragomir Anguelov and
Benjamin Sapp},
title = {Waymax: An Accelerated, Data-Driven Simulator for Large-Scale Autonomous
Driving Research},
journal = {CoRR},
volume = {abs/2310.08710},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.08710},
doi = {10.48550/ARXIV.2310.08710},
eprinttype = {arXiv},
eprint = {2310.08710},
timestamp = {Tue, 05 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-08710.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-11805,
author = {Rohan Anil and
Sebastian Borgeaud and
Yonghui Wu and
Jean{-}Baptiste Alayrac and
Jiahui Yu and
Radu Soricut and
Johan Schalkwyk and
Andrew M. Dai and
Anja Hauth and
Katie Millican and
David Silver and
Slav Petrov and
Melvin Johnson and
Ioannis Antonoglou and
Julian Schrittwieser and
Amelia Glaese and
Jilin Chen and
Emily Pitler and
Timothy P. Lillicrap and
Angeliki Lazaridou and
Orhan Firat and
James Molloy and
Michael Isard and
Paul Ronald Barham and
Tom Hennigan and
Benjamin Lee and
Fabio Viola and
Malcolm Reynolds and
Yuanzhong Xu and
Ryan Doherty and
Eli Collins and
Clemens Meyer and
Eliza Rutherford and
Erica Moreira and
Kareem Ayoub and
Megha Goel and
George Tucker and
Enrique Piqueras and
Maxim Krikun and
Iain Barr and
Nikolay Savinov and
Ivo Danihelka and
Becca Roelofs and
Ana{\"{\i}}s White and
Anders Andreassen and
Tamara von Glehn and
Lakshman Yagati and
Mehran Kazemi and
Lucas Gonzalez and
Misha Khalman and
Jakub Sygnowski and
et al.},
title = {Gemini: {A} Family of Highly Capable Multimodal Models},
journal = {CoRR},
volume = {abs/2312.11805},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.11805},
doi = {10.48550/ARXIV.2312.11805},
eprinttype = {arXiv},
eprint = {2312.11805},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-11805.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/AndreassenBNR22,
author = {Anders Johan Andreassen and
Yasaman Bahri and
Behnam Neyshabur and
Rebecca Roelofs},
title = {The Evolution of Out-of-Distribution Robustness Throughout Fine-Tuning},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=Qs3EfpieOh},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/AndreassenBNR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RoelofsCSM22,
author = {Rebecca Roelofs and
Nicholas Cain and
Jonathon Shlens and
Michael C. Mozer},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Mitigating Bias in Calibration Error Estimation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {4036--4054},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/roelofs22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RoelofsCSM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WortsmanIKLKRLH22,
author = {Mitchell Wortsman and
Gabriel Ilharco and
Jong Wook Kim and
Mike Li and
Simon Kornblith and
Rebecca Roelofs and
Raphael Gontijo Lopes and
Hannaneh Hajishirzi and
Ali Farhadi and
Hongseok Namkoong and
Ludwig Schmidt},
title = {Robust fine-tuning of zero-shot models},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {7949--7961},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00780},
doi = {10.1109/CVPR52688.2022.00780},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/WortsmanIKLKRLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BerthelotRSCK22,
author = {David Berthelot and
Rebecca Roelofs and
Kihyuk Sohn and
Nicholas Carlini and
Alexey Kurakin},
title = {AdaMatch: {A} Unified Approach to Semi-Supervised Learning and Domain
Adaptation},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=Q5uh1Nvv5dm},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BerthelotRSCK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/NgiamVCZCLRBLVW22,
author = {Jiquan Ngiam and
Vijay Vasudevan and
Benjamin Caine and
Zhengdong Zhang and
Hao{-}Tien Lewis Chiang and
Jeffrey Ling and
Rebecca Roelofs and
Alex Bewley and
Chenxi Liu and
Ashish Venugopal and
David J. Weiss and
Ben Sapp and
Zhifeng Chen and
Jonathon Shlens},
title = {Scene Transformer: {A} unified architecture for predicting future
trajectories of multiple agents},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=Wm3EA5OlHsG},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/NgiamVCZCLRBLVW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WortsmanIGRLMNF22,
author = {Mitchell Wortsman and
Gabriel Ilharco and
Samir Yitzhak Gadre and
Rebecca Roelofs and
Raphael Gontijo Lopes and
Ari S. Morcos and
Hongseok Namkoong and
Ali Farhadi and
Yair Carmon and
Simon Kornblith and
Ludwig Schmidt},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Model soups: averaging weights of multiple fine-tuned models improves
accuracy without increasing inference time},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {23965--23998},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/wortsman22a.html},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WortsmanIGRLMNF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Fridovich-KeilL22,
author = {Sara Fridovich{-}Keil and
Raphael Gontijo Lopes and
Rebecca Roelofs},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Spectral Bias in Practice: The Role of Function Frequency in Generalization},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/306264db5698839230be3642aafc849c-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Fridovich-KeilL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VasudevanCLFR22,
author = {Vijay Vasudevan and
Benjamin Caine and
Raphael Gontijo Lopes and
Sara Fridovich{-}Keil and
Rebecca Roelofs},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {When does dough become a bagel? Analyzing the remaining mistakes on
ImageNet},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/2cd5737c59645f7ef23b2842b705edf2-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/VasudevanCLFR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-05482,
author = {Mitchell Wortsman and
Gabriel Ilharco and
Samir Yitzhak Gadre and
Rebecca Roelofs and
Raphael Gontijo Lopes and
Ari S. Morcos and
Hongseok Namkoong and
Ali Farhadi and
Yair Carmon and
Simon Kornblith and
Ludwig Schmidt},
title = {Model soups: averaging weights of multiple fine-tuned models improves
accuracy without increasing inference time},
journal = {CoRR},
volume = {abs/2203.05482},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.05482},
doi = {10.48550/ARXIV.2203.05482},
eprinttype = {arXiv},
eprint = {2203.05482},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-05482.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-04596,
author = {Vijay Vasudevan and
Benjamin Caine and
Raphael Gontijo Lopes and
Sara Fridovich{-}Keil and
Rebecca Roelofs},
title = {When does dough become a bagel? Analyzing the remaining mistakes on
ImageNet},
journal = {CoRR},
volume = {abs/2205.04596},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.04596},
doi = {10.48550/ARXIV.2205.04596},
eprinttype = {arXiv},
eprint = {2205.04596},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-04596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-03586,
author = {Rebecca Roelofs and
Liting Sun and
Benjamin Caine and
Khaled S. Refaat and
Ben Sapp and
Scott Ettinger and
Wei Chai},
title = {CausalAgents: {A} Robustness Benchmark for Motion Forecasting using
Causal Relationships},
journal = {CoRR},
volume = {abs/2207.03586},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.03586},
doi = {10.48550/ARXIV.2207.03586},
eprinttype = {arXiv},
eprint = {2207.03586},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-03586.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-11419,
author = {Yiren Lu and
Justin Fu and
George Tucker and
Xinlei Pan and
Eli Bronstein and
Becca Roelofs and
Benjamin Sapp and
Brandyn White and
Aleksandra Faust and
Shimon Whiteson and
Dragomir Anguelov and
Sergey Levine},
title = {Imitation Is Not Enough: Robustifying Imitation with Reinforcement
Learning for Challenging Driving Scenarios},
journal = {CoRR},
volume = {abs/2212.11419},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.11419},
doi = {10.48550/ARXIV.2212.11419},
eprinttype = {arXiv},
eprint = {2212.11419},
timestamp = {Tue, 05 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-11419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ShankarDRRRS21,
author = {Vaishaal Shankar and
Achal Dave and
Rebecca Roelofs and
Deva Ramanan and
Benjamin Recht and
Ludwig Schmidt},
title = {Do Image Classifiers Generalize Across Time?},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {9641--9649},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00952},
doi = {10.1109/ICCV48922.2021.00952},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/ShankarDRRRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KarandikarCTLSM21,
author = {Archit Karandikar and
Nicholas Cain and
Dustin Tran and
Balaji Lakshminarayanan and
Jonathon Shlens and
Michael C. Mozer and
Becca Roelofs},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Soft Calibration Objectives for Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {29768--29779},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/f8905bd3df64ace64a68e154ba72f24c-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KarandikarCTLSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-02093,
author = {Benjamin Caine and
Rebecca Roelofs and
Vijay Vasudevan and
Jiquan Ngiam and
Yuning Chai and
Zhifeng Chen and
Jonathon Shlens},
title = {Pseudo-labeling for Scalable 3D Object Detection},
journal = {CoRR},
volume = {abs/2103.02093},
year = {2021},
url = {https://arxiv.org/abs/2103.02093},
eprinttype = {arXiv},
eprint = {2103.02093},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-02093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04732,
author = {David Berthelot and
Rebecca Roelofs and
Kihyuk Sohn and
Nicholas Carlini and
Alex Kurakin},
title = {AdaMatch: {A} Unified Approach to Semi-Supervised Learning and Domain
Adaptation},
journal = {CoRR},
volume = {abs/2106.04732},
year = {2021},
url = {https://arxiv.org/abs/2106.04732},
eprinttype = {arXiv},
eprint = {2106.04732},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04732.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-08417,
author = {Jiquan Ngiam and
Benjamin Caine and
Vijay Vasudevan and
Zhengdong Zhang and
Hao{-}Tien Lewis Chiang and
Jeffrey Ling and
Rebecca Roelofs and
Alex Bewley and
Chenxi Liu and
Ashish Venugopal and
David Weiss and
Benjamin Sapp and
Zhifeng Chen and
Jonathon Shlens},
title = {Scene Transformer: {A} unified multi-task model for behavior prediction
and planning},
journal = {CoRR},
volume = {abs/2106.08417},
year = {2021},
url = {https://arxiv.org/abs/2106.08417},
eprinttype = {arXiv},
eprint = {2106.08417},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-08417.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-15831,
author = {Anders Andreassen and
Yasaman Bahri and
Behnam Neyshabur and
Rebecca Roelofs},
title = {The Evolution of Out-of-Distribution Robustness Throughout Fine-Tuning},
journal = {CoRR},
volume = {abs/2106.15831},
year = {2021},
url = {https://arxiv.org/abs/2106.15831},
eprinttype = {arXiv},
eprint = {2106.15831},
timestamp = {Mon, 05 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-15831.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-00106,
author = {Archit Karandikar and
Nicholas Cain and
Dustin Tran and
Balaji Lakshminarayanan and
Jonathon Shlens and
Michael C. Mozer and
Becca Roelofs},
title = {Soft Calibration Objectives for Neural Networks},
journal = {CoRR},
volume = {abs/2108.00106},
year = {2021},
url = {https://arxiv.org/abs/2108.00106},
eprinttype = {arXiv},
eprint = {2108.00106},
timestamp = {Thu, 05 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-00106.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-02424,
author = {Sara Fridovich{-}Keil and
Raphael Gontijo Lopes and
Rebecca Roelofs},
title = {Spectral Bias in Practice: The Role of Function Frequency in Generalization},
journal = {CoRR},
volume = {abs/2110.02424},
year = {2021},
url = {https://arxiv.org/abs/2110.02424},
eprinttype = {arXiv},
eprint = {2110.02424},
timestamp = {Fri, 08 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-02424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShankarRMFRS20,
author = {Vaishaal Shankar and
Rebecca Roelofs and
Horia Mania and
Alex Fang and
Benjamin Recht and
Ludwig Schmidt},
title = {Evaluating Machine Accuracy on ImageNet},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8634--8644},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shankar20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShankarRMFRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-08668,
author = {Rebecca Roelofs and
Nicholas Cain and
Jonathon Shlens and
Michael C. Mozer},
title = {Mitigating bias in calibration error estimation},
journal = {CoRR},
volume = {abs/2012.08668},
year = {2020},
url = {https://arxiv.org/abs/2012.08668},
eprinttype = {arXiv},
eprint = {2012.08668},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-08668.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Roelofs19,
author = {Rebecca Roelofs},
title = {Measuring Generalization and Overfitting in Machine Learning},
school = {University of California, Berkeley, {USA}},
year = {2019},
url = {https://www.escholarship.org/uc/item/6j01x9mz},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Roelofs19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RechtRSS19,
author = {Benjamin Recht and
Rebecca Roelofs and
Ludwig Schmidt and
Vaishaal Shankar},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Do ImageNet Classifiers Generalize to ImageNet?},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {5389--5400},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/recht19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/RechtRSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RoelofsSRFHMS19,
author = {Rebecca Roelofs and
Vaishaal Shankar and
Benjamin Recht and
Sara Fridovich{-}Keil and
Moritz Hardt and
John Miller and
Ludwig Schmidt},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {A Meta-Analysis of Overfitting in Machine Learning},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {9175--9185},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/ee39e503b6bedf0c98c388b7e8589aca-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RoelofsSRFHMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-10811,
author = {Benjamin Recht and
Rebecca Roelofs and
Ludwig Schmidt and
Vaishaal Shankar},
title = {Do ImageNet Classifiers Generalize to ImageNet?},
journal = {CoRR},
volume = {abs/1902.10811},
year = {2019},
url = {http://arxiv.org/abs/1902.10811},
eprinttype = {arXiv},
eprint = {1902.10811},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-10811.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02168,
author = {Vaishaal Shankar and
Achal Dave and
Rebecca Roelofs and
Deva Ramanan and
Benjamin Recht and
Ludwig Schmidt},
title = {A systematic framework for natural perturbations from videos},
journal = {CoRR},
volume = {abs/1906.02168},
year = {2019},
url = {http://arxiv.org/abs/1906.02168},
eprinttype = {arXiv},
eprint = {1906.02168},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02168.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00451,
author = {Benjamin Recht and
Rebecca Roelofs and
Ludwig Schmidt and
Vaishaal Shankar},
title = {Do {CIFAR-10} Classifiers Generalize to CIFAR-10?},
journal = {CoRR},
volume = {abs/1806.00451},
year = {2018},
url = {http://arxiv.org/abs/1806.00451},
eprinttype = {arXiv},
eprint = {1806.00451},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00451.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/SindhwaniRK17,
author = {Vikas Sindhwani and
Rebecca Roelofs and
Mrinal Kalakrishnan},
title = {Sequential operator splitting for constrained nonlinear optimal control},
booktitle = {2017 American Control Conference, {ACC} 2017, Seattle, WA, USA, May
24-26, 2017},
pages = {4864--4871},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.23919/ACC.2017.7963708},
doi = {10.23919/ACC.2017.7963708},
timestamp = {Fri, 03 Dec 2021 13:04:31 +0100},
biburl = {https://dblp.org/rec/conf/amcc/SindhwaniRK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WilsonRSSR17,
author = {Ashia C. Wilson and
Rebecca Roelofs and
Mitchell Stern and
Nati Srebro and
Benjamin Recht},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {The Marginal Value of Adaptive Gradient Methods in Machine Learning},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {4148--4158},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/81b3833e2504647f9d794f7d7b9bf341-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/WilsonRSSR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WilsonRSSR17,
author = {Ashia C. Wilson and
Rebecca Roelofs and
Mitchell Stern and
Nathan Srebro and
Benjamin Recht},
title = {The Marginal Value of Adaptive Gradient Methods in Machine Learning},
journal = {CoRR},
volume = {abs/1705.08292},
year = {2017},
url = {http://arxiv.org/abs/1705.08292},
eprinttype = {arXiv},
eprint = {1705.08292},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WilsonRSSR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TuRVR16,
author = {Stephen Tu and
Rebecca Roelofs and
Shivaram Venkataraman and
Benjamin Recht},
title = {Large Scale Kernel Learning using Block Coordinate Descent},
journal = {CoRR},
volume = {abs/1602.05310},
year = {2016},
url = {http://arxiv.org/abs/1602.05310},
eprinttype = {arXiv},
eprint = {1602.05310},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TuRVR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lisa/StrommeSFBLRFDW12,
author = {Andrew Stromme and
Danica J. Sutherland and
Nicholas Felt and
Alex Burka and
Benjamin Lipton and
Rebecca Roelofs and
Daniel{-}Elia Feist{-}Alexandrov and
Steve Dini and
Allen Welkie},
editor = {Carolyn Rowland},
title = {Managing User Requests With the Grand Unified Task System {(GUTS)}},
booktitle = {Strategies, Tools , and Techniques: Proceedings of the 26th Large
Installation System Administration Conference, {LISA} 2012, San Diego,
CA, USA, December 9-14, 2012},
pages = {101--110},
publisher = {{USENIX} Association},
year = {2012},
url = {https://www.usenix.org/conference/lisa12/technical-sessions/presentation/stromme},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lisa/StrommeSFBLRFDW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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