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Niketan Pansare
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SystemML: Declarative Machine Learning on Spark
M Boehm, M Dusenberry, D Eriksson, A Evfimievski, F Makari Manshadi, ...
Proceedings of the VLDB Endowment 9 (13), 1425 - 1436, 2016
2692016
Online aggregation for large mapreduce jobs
N Pansare, V Borkar, C Jermaine, T Condie
Proceedings of the VLDB Endowment 4 (11), 1135-1145, 2011
2452011
The DataPath system: a data-centric analytic processing engine for large data warehouses
S Arumugam, A Dobra, CM Jermaine, N Pansare, L Perez
Proceedings of the 2010 ACM SIGMOD International Conference on Management of …, 2010
1382010
On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML
M Boehm, B Reinwald, D Hutchison, A Evfimievski, P Sen, N Pansare
Proceedings of the VLDB Endowment, 2018
742018
Declarative Machine Learning - A Classification of Basic Properties and Types
M Boehm, A Evfimievski, N Pansare, B Reinwald
ArXiv e-prints, 2016
302016
Learning compressed embeddings for on-device inference
N Pansare, J Katukuri, A Arora, F Cipollone, R Shaik, N Tokgozoglu, ...
Proceedings of Machine Learning and Systems 4, 382-397, 2022
142022
Declarative Parameterizations of User-Defined Functions for Large-Scale Machine Learning and Optimization
Z Gao, N Pansare, C Jermaine
IEEE Transactions on Knowledge and Data Engineering, 2018
122018
Deep Learning with Apache SystemML
N Pansare, M Dusenberry, N Jindal, M Boehm, B Reinwald, P Sen
SysML, 2018
22018
Topic models over spoken language
N Pansare, C Jermaine, P Haas, N Rajput
2012 IEEE 12th International Conference on Data Mining, 1062-1067, 2012
22012
Social ranking for spoken web search
S Sahay, N Rajput, N Pansare
Proceedings of the 20th ACM international conference on Information and …, 2011
22011
Using Hive to perform medium-scale data analysis
N Pansare, Z Cai
22010
Large-Scale Online Aggregation Via Distributed Systems
N Pansare
Rice University, 2014
2014
Multi-query Optimization in the Datapath System
NR Pansare
University of Florida, 2009
2009
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