Niketan Pansare

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 7

Top Topics

Inference Process

Learning Problems

Machine Learning

Knowledge Acquisition

Top Venues

Proc. VLDB Endow.

IEEE Trans. Knowl. Data Eng.

Publications

Niketan Pansare, Jay Katukuri, Aditya Arora, Frank Cipollone, Riyaaz Shaik, Noyan Tokgozoglu, Chandru Venkataraman
Learning Compressed Embeddings for On-Device Inference. MLSys (2022)
Niketan Pansare, Jay Katukuri, Aditya Arora, Frank Cipollone, Riyaaz Shaik, Noyan Tokgozoglu, Chandru Venkataraman
Learning Compressed Embeddings for On-Device Inference. CoRR (2022)
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) (2019)
Niketan Pansare, Michael Dusenberry, Nakul Jindal, Matthias Boehm, Berthold Reinwald, Prithviraj Sen
Deep Learning with Apache SystemML. CoRR (2018)
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) (2018)
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) (2016)
Matthias Boehm, Alexandre V. Evfimievski, Niketan Pansare, Berthold Reinwald
Declarative Machine Learning - A Classification of Basic Properties and Types. CoRR (2016)
Niketan Pansare, Chris Jermaine, Peter J. Haas, Nitendra Rajput
Topic Models over Spoken Language. ICDM (2012)
Niketan Pansare, Vinayak R. Borkar, Chris Jermaine, Tyson Condie
Online Aggregation for Large MapReduce Jobs. Proc. VLDB Endow. 4 (11) (2011)
Shrey Sahay, Nitendra Rajput, Niketan Pansare
Social ranking for spoken web search. CIKM (2011)
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)