Sivakumar, Vidyashankar

8 publications

ICML 2022 Smoothed Adversarial Linear Contextual Bandits with Knapsacks Vidyashankar Sivakumar, Shiliang Zuo, Arindam Banerjee

ICML 2020 Structured Linear Contextual Bandits: A Sharp and Geometric Smoothed Analysis Vidyashankar Sivakumar, Steven Wu, Arindam Banerjee

AAAI 2019 Interpretable Predictive Modeling for Climate Variables with Weighted Lasso Sijie He, Xinyan Li, Vidyashankar Sivakumar, Arindam Banerjee

NeurIPS 2019 Random Quadratic Forms with Dependence: Applications to Restricted Isometry and Beyond Arindam Banerjee, Qilong Gu, Vidyashankar Sivakumar, Steven Z. Wu

ICML 2017 High-Dimensional Structured Quantile Regression Vidyashankar Sivakumar, Arindam Banerjee

NeurIPS 2015 Beyond Sub-Gaussian Measurements: High-Dimensional Structured Estimation with Sub-Exponential Designs Vidyashankar Sivakumar, Arindam Banerjee, Pradeep K Ravikumar

COLT 2015 Open Problem: Restricted Eigenvalue Condition for Heavy Tailed Designs Arindam Banerjee, Sheng Chen, Vidyashankar Sivakumar

NeurIPS 2014 Estimation with Norm Regularization Arindam Banerjee, Sheng Chen, Farideh Fazayeli, Vidyashankar Sivakumar