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Niketan Pansare
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2020 – today
- 2022
- [c4]Niketan Pansare, Jay Katukuri, Aditya Arora, Frank Cipollone, Riyaaz Shaik, Noyan Tokgozoglu, Chandru Venkataraman:
Learning Compressed Embeddings for On-Device Inference. MLSys 2022 - [i3]Niketan Pansare, Jay Katukuri, Aditya Arora, Frank Cipollone, Riyaaz Shaik, Noyan Tokgozoglu, Chandru Venkataraman:
Learning Compressed Embeddings for On-Device Inference. CoRR abs/2203.10135 (2022)
2010 – 2019
- 2019
- [j4]Zekai J. Gao
, Niketan Pansare
, Christopher M. Jermaine:
Declarative Parameterizations of User-Defined Functions for Large-Scale Machine Learning and Optimization. IEEE Trans. Knowl. Data Eng. 31(11): 2079-2092 (2019) - 2018
- [j3]Matthias Boehm, Berthold Reinwald, Dylan Hutchison, Prithviraj Sen, Alexandre V. Evfimievski, Niketan Pansare:
On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML. Proc. VLDB Endow. 11(12): 1755-1768 (2018) - [i2]Niketan Pansare, Michael Dusenberry, Nakul Jindal, Matthias Boehm, Berthold Reinwald, Prithviraj Sen:
Deep Learning with Apache SystemML. CoRR abs/1802.04647 (2018) - 2016
- [j2]Matthias Boehm, Michael Dusenberry, Deron Eriksson, Alexandre V. Evfimievski, Faraz Makari Manshadi, Niketan Pansare, Berthold Reinwald, Frederick Reiss, Prithviraj Sen, Arvind Surve, Shirish Tatikonda:
SystemML: Declarative Machine Learning on Spark. Proc. VLDB Endow. 9(13): 1425-1436 (2016) - [i1]Matthias Boehm, Alexandre V. Evfimievski, Niketan Pansare, Berthold Reinwald:
Declarative Machine Learning - A Classification of Basic Properties and Types. CoRR abs/1605.05826 (2016) - 2012
- [c3]Niketan Pansare, Chris Jermaine, Peter J. Haas, Nitendra Rajput:
Topic Models over Spoken Language. ICDM 2012: 1062-1067 - 2011
- [j1]Niketan Pansare, Vinayak R. Borkar, Chris Jermaine, Tyson Condie:
Online Aggregation for Large MapReduce Jobs. Proc. VLDB Endow. 4(11): 1135-1145 (2011) - [c2]Shrey Sahay, Nitendra Rajput, Niketan Pansare:
Social ranking for spoken web search. CIKM 2011: 1835-1840 - 2010
- [c1]Subi Arumugam, Alin Dobra
, Christopher M. Jermaine, Niketan Pansare, Luis Leopoldo Perez:
The DataPath system: a data-centric analytic processing engine for large data warehouses. SIGMOD Conference 2010: 519-530
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