Vidyashankar Sivakumar

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 8

Top Topics

Quantile Regression

Structure Learning Algorithm

Predictive Modeling

Top Venues

Publications

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