Niketan Pansare

According to our database, Niketan Pansare authored at least 10 papers between 2010 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Learning Compressed Embeddings for On-Device Inference.

Niketan Pansare, Jay Katukuri, Aditya Arora, Frank Cipollone, Riyaaz Shaik, Noyan Tokgozoglu, Chandru Venkataraman

Proceedings of Machine Learning and Systems 2022, 2022

2019

Declarative Parameterizations of User-Defined Functions for Large-Scale Machine Learning and Optimization.

Zekai J. Gao, Niketan Pansare, Christopher M. Jermaine

IEEE Trans. Knowl. Data Eng., 2019

2018

On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML.

Matthias Boehm, Berthold Reinwald, Dylan Hutchison, Prithviraj Sen, Alexandre V. Evfimievski, Niketan Pansare

Proc. VLDB Endow., 2018

Deep Learning with Apache SystemML.

Niketan Pansare, Michael Dusenberry, Nakul Jindal, Matthias Boehm, Berthold Reinwald, Prithviraj Sen

CoRR, 2018

2016

SystemML: Declarative Machine Learning on Spark.

Matthias Boehm, Michael Dusenberry, Deron Eriksson, Alexandre V. Evfimievski, Faraz Makari Manshadi, Niketan Pansare, Berthold Reinwald, Frederick Reiss, Prithviraj Sen, Arvind Surve, Shirish Tatikonda

Proc. VLDB Endow., 2016

Declarative Machine Learning - A Classification of Basic Properties and Types.

Matthias Boehm, Alexandre V. Evfimievski, Niketan Pansare, Berthold Reinwald

CoRR, 2016

2012

Topic Models over Spoken Language.

Niketan Pansare, Chris Jermaine, Peter J. Haas, Nitendra Rajput

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

2011

Online Aggregation for Large MapReduce Jobs.

Niketan Pansare, Vinayak R. Borkar, Chris Jermaine, Tyson Condie

Proc. VLDB Endow., 2011

Social ranking for spoken web search.

Shrey Sahay, Nitendra Rajput, Niketan Pansare

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010

The DataPath system: a data-centric analytic processing engine for large data warehouses.

Subi Arumugam, Alin Dobra, Christopher M. Jermaine, Niketan Pansare, Luis Leopoldo Perez

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010