Vidyashankar Sivakumar

According to our database, Vidyashankar Sivakumar authored at least 11 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Smoothed Adversarial Linear Contextual Bandits with Knapsacks.

Vidyashankar Sivakumar, Shiliang Zuo, Arindam Banerjee

Proceedings of the International Conference on Machine Learning, 2022

2020

Structured Linear Contextual Bandits: A Sharp and Geometric Smoothed Analysis.

Vidyashankar Sivakumar, Zhiwei Steven Wu, Arindam Banerjee

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Random Quadratic Forms with Dependence: Applications to Restricted Isometry and Beyond.

Arindam Banerjee, Qilong Gu, Vidyashankar Sivakumar, Zhiwei Steven Wu

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Interpretable Predictive Modeling for Climate Variables with Weighted Lasso.

Sijie He, Xinyan Li, Vidyashankar Sivakumar, Arindam Banerjee

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2017

High-Dimensional Structured Quantile Regression.

Vidyashankar Sivakumar, Arindam Banerjee

Proceedings of the 34th International Conference on Machine Learning, 2017

2016

Structured Stochastic Linear Bandits.

Nicholas Johnson, Vidyashankar Sivakumar, Arindam Banerjee

CoRR, 2016

2015

Beyond Sub-Gaussian Measurements: High-Dimensional Structured Estimation with Sub-Exponential Designs.

Vidyashankar Sivakumar, Arindam Banerjee, Pradeep Ravikumar

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Open Problem: Restricted Eigenvalue Condition for Heavy Tailed Designs.

Arindam Banerjee, Sheng Chen, Vidyashankar Sivakumar

Proceedings of The 28th Conference on Learning Theory, 2015

2014

Estimation with Norm Regularization.

Arindam Banerjee, Sheng Chen, Farideh Fazayeli, Vidyashankar Sivakumar

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Multi-task Sparse Structure Learning.

André R. Gonçalves, Puja Das, Soumyadeep Chatterjee, Vidyashankar Sivakumar, Fernando J. Von Zuben, Arindam Banerjee

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Leveraging Web Intelligence for Finding Interesting Research Datasets.

Ayush Singhal, Ravindra Kasturi, Vidyashankar Sivakumar, Jaideep Srivastava

Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013