Niketan Pansare

11 papers A* 1A 1Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2022 — conf
Learning Compressed Embeddings for On-Device Inference.
MLSys
Niketan Pansare, Jay Katukuri, Aditya Arora, Frank Cipollone, Riyaaz Shaik, Noyan Tokgozoglu, Chandru Venkataraman
2022 J jnl
Learning Compressed Embeddings for On-Device Inference.
CoRR
Niketan Pansare, Jay Katukuri, Aditya Arora, Frank Cipollone, Riyaaz Shaik, Noyan Tokgozoglu, Chandru Venkataraman
2019 J jnl
Declarative Parameterizations of User-Defined Functions for Large-Scale Machine Learning and Optimization.
IEEE Trans. Knowl. Data Eng.
Zekai J. Gao, Niketan Pansare, Christopher M. Jermaine
2018 J jnl
Deep Learning with Apache SystemML.
CoRR
Niketan Pansare, Michael Dusenberry, Nakul Jindal, Matthias Boehm, Berthold Reinwald, Prithviraj Sen
2018 J jnl
On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML.
Proc. VLDB Endow.
Matthias Boehm, Berthold Reinwald, Dylan Hutchison, Prithviraj Sen, Alexandre V. Evfimievski, Niketan Pansare
2016 J jnl
Declarative Machine Learning - A Classification of Basic Properties and Types.
CoRR
Matthias Boehm, Alexandre V. Evfimievski, Niketan Pansare, Berthold Reinwald
2016 J jnl
SystemML: Declarative Machine Learning on Spark.
Proc. VLDB Endow.
Matthias Boehm, Michael Dusenberry, Deron Eriksson, Alexandre V. Evfimievski, Faraz Makari Manshadi, Niketan Pansare, Berthold Reinwald, Frederick Reiss, Prithviraj Sen, Arvind Surve, Shirish Tatikonda
2012 A* conf
Topic Models over Spoken Language.
ICDM
Niketan Pansare, Chris Jermaine, Peter J. Haas, Nitendra Rajput
2011 J jnl
Online Aggregation for Large MapReduce Jobs.
Proc. VLDB Endow.
Niketan Pansare, Vinayak R. Borkar, Chris Jermaine, Tyson Condie
2011 A conf
Social ranking for spoken web search.
CIKM
Shrey Sahay, Nitendra Rajput, Niketan Pansare
2010 — conf
The DataPath system: a data-centric analytic processing engine for large data warehouses.
SIGMOD Conference
Subi Arumugam, Alin Dobra, Christopher M. Jermaine, Niketan Pansare, Luis Leopoldo Perez