Vidyashankar Sivakumar

15 papers A* 6A 1Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2022 A* conf
Smoothed Adversarial Linear Contextual Bandits with Knapsacks.
ICML
Vidyashankar Sivakumar, Shiliang Zuo, Arindam Banerjee
2020 A* conf
Structured Linear Contextual Bandits: A Sharp and Geometric Smoothed Analysis.
ICML
Vidyashankar Sivakumar, Zhiwei Steven Wu, Arindam Banerjee
2020 J jnl
Structured Linear Contextual Bandits: A Sharp and Geometric Smoothed Analysis.
CoRR
Vidyashankar Sivakumar, Zhiwei Steven Wu, Arindam Banerjee
2019 A* conf
Interpretable Predictive Modeling for Climate Variables with Weighted Lasso.
AAAI
Sijie He, Xinyan Li, Vidyashankar Sivakumar, Arindam Banerjee
2019 A* conf
Random Quadratic Forms with Dependence: Applications to Restricted Isometry and Beyond.
NeurIPS
Arindam Banerjee, Qilong Gu, Vidyashankar Sivakumar, Zhiwei Steven Wu
2019 J jnl
Random Quadratic Forms with Dependence: Applications to Restricted Isometry and Beyond.
CoRR
Arindam Banerjee, Qilong Gu, Vidyashankar Sivakumar, Zhiwei Steven Wu
2017 A* conf
High-Dimensional Structured Quantile Regression.
ICML
Vidyashankar Sivakumar, Arindam Banerjee
2016 J jnl
Structured Stochastic Linear Bandits.
CoRR
Nicholas Johnson, Vidyashankar Sivakumar, Arindam Banerjee
2015 — conf
Beyond Sub-Gaussian Measurements: High-Dimensional Structured Estimation with Sub-Exponential Designs.
NIPS
Vidyashankar Sivakumar, Arindam Banerjee, Pradeep Ravikumar
2015 J jnl
Estimation with Norm Regularization.
CoRR
Arindam Banerjee, Sheng Chen, Farideh Fazayeli, Vidyashankar Sivakumar
2015 A* conf
Open Problem: Restricted Eigenvalue Condition for Heavy Tailed Designs.
COLT
Arindam Banerjee, Sheng Chen, Vidyashankar Sivakumar
2014 — conf
Estimation with Norm Regularization.
NIPS
Arindam Banerjee, Sheng Chen, Farideh Fazayeli, Vidyashankar Sivakumar
2014 A conf
Multi-task Sparse Structure Learning.
CIKM
André R. Gonçalves, Puja Das, Soumyadeep Chatterjee, Vidyashankar Sivakumar, Fernando J. Von Zuben, Arindam Banerjee
2014 J jnl
Multi-task Sparse Structure Learning.
CoRR
André R. Gonçalves, Puja Das, Soumyadeep Chatterjee, Vidyashankar Sivakumar, Fernando J. Von Zuben, Arindam Banerjee
2013 — conf
Leveraging Web Intelligence for Finding Interesting Research Datasets.
Web Intelligence
Ayush Singhal, Ravindra Kasturi, Vidyashankar Sivakumar, Jaideep Srivastava