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Varun Gupta
Associate Professor of Operations Management
University of Chicago Booth School of Business
Personal webpage
Publications
Dynamic Regret Minimization for Control of Non-stationary Linear Dynamical Systems
Yuwei Luo
,
Varun Gupta
,
Mladen Kolar
Proceedings of the 2022 ACM SIGMETRICS
Video
Slides
arXiv
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DOI
Estimation of a Low-rank Topic-Based Model for Information Cascades
Ming Yu
,
Varun Gupta
,
Mladen Kolar
Journal of Machine Learning Research
URL
Code
PDF
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Recovery of simultaneous low rank and two-way sparse coefficient matrices, a nonconvex approach
Ming Yu
,
Varun Gupta
,
Mladen Kolar
Electronic Journal of Statistics
, 14(1)
Code
Preprint
PDF
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DOI
Simultaneous Inference for Pairwise Graphical Models with Generalized Score Matching
Ming Yu
,
Varun Gupta
,
Mladen Kolar
Journal of Machine Learning Research
arXiv
URL
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Constrained High Dimensional Statistical Inference
Ming Yu
,
Varun Gupta
,
Mladen Kolar
arXiv:1911.07319
Preprint
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Learning Influence-Receptivity Network Structure with Guarantee
Ming Yu
,
Varun Gupta
,
Mladen Kolar
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics
PDF
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An Influence-Receptivity Model for Topic based Information Cascades
Ming Yu
,
Varun Gupta
,
Mladen Kolar
2017 IEEE International Conference on Data Mining
PDF
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DOI
Statistical Inference for Pairwise Graphical Models Using Score Matching
Ming Yu
,
Varun Gupta
,
Mladen Kolar
Advances in Neural Information Processing Systems
, 29
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