Amit Deshpande - Concepedia

Author

Amit Deshpande

Microsoft (United States)ORCID

Also Known As

Amit Deshpande, Amit Deshpande, Deshpande, Amit, Dr. Amit Deshpande

101

Publications

2.2K

Citations

H-Index

Concepts

All Affiliations

Microsoft (United States)Microsoft Research (India)The Ohio State University

About

Amit Deshpande is an author at Microsoft (United States) specializing in engineering, computer science, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	10	10	1.5K
2	Medicine	3	3	71
3	Education	1	1	39
4	Language Studies	1	1	40
5	Cell Biology	1	1	11

Amit Deshpande

Publications

1.6K

Citations

H-Index

Page 1

	Year	Citations
NP-hardness of Euclidean sum-of-squares clustering Daniel Aloise, Amit Deshpande, Pierre Hansen, Machine Learning Mathematical ProgrammingCluster ComputingEngineeringEuclidean Sum-of-squaresGeometric Algorithm	2009	845
Efficient Volume Sampling for Row/Column Subset Selection Amit Deshpande, Luis Rademacher Spectral TheoryEngineeringComputational ComplexityMatrix TheoryCombinatorial Data Analysis	2010	187
Matrix approximation and projective clustering via volume sampling Amit Deshpande, Luis Rademacher, Santosh Vempala, Low-rank ApproximationEngineeringMatrix FactorizationHigh-dimensional MethodRelative Approximation	2006	174
Matrix approximation and projective clustering via volume sampling Amit Deshpande, Luis Rademacher, Santosh Vempala, Proceedings of the seventeenth annual ACM-SIAM symposium on Discrete algorithm - SODA '06 Low-rank ApproximationEngineeringDimensionality ReductionComputational GeometryApproximation Theory	2006	83
Sampling-based dimension reduction for subspace approximation Amit Deshpande, Kasturi Varadarajan EngineeringDimension Reduction TypeOptimization ProblemAlgorithmic EfficiencyComputational Complexity	2007	51
On Greedy Maximization of Entropy Dravyansh Sharma, Ashish Kapoor, Amit Deshpande	2015	42
How Linguistically Fair Are Multilingual Pre-Trained Language Models? Monojit Choudhury, Amit Deshpande Proceedings of the AAAI Conference on Artificial Intelligence Llm Fine-tuningEngineeringCross-lingual RepresentationMultilingualismLow Resource Languages	2021	40
How to be Fair and Diverse? L. Elisa Celis, Amit Deshpande, Tarun Kathuria, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningEducationDiverse Learner	2016	39
Batched Gaussian Process Bandit Optimization via Determinantal Point Processes Tarun Kathuria, Amit Deshpande, Pushmeet Kohli arXiv (Cornell University) Artificial IntelligenceDeterminantal Point ProcessesModel OptimizationHyperparameter EstimationEngineering	2016	33
Fair and Diverse DPP-based Data Summarization L. Elisa Celis, Vijay Keswani, Damian Straszak, International Conference on Machine Learning EngineeringMachine LearningEntity SummarizationVideo SummarizationFast Sampler	2018	32

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