← Authors

Vidyashankar Sivakumar

8 papers · 2014–2022 · 4 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) πŸƒ Academic Marathon (8) 🐝 Cross-Pollinator (10) πŸ—ΊοΈ Taxonomy Completionist (17) πŸš€ Conference Pioneer

Conferences

ICML (3) NIPS (3) AAAI (1) COLT (1)

Top co-authors

Arindam Banerjee (8) Sheng Chen (2) Farideh Fazayeli (1) Sijie He (1) Steven Wu (1) Pradeep K Ravikumar (1) Steven Z. Wu (1) Xinyan Li (1) Shiliang Zuo (1) Qilong Gu (1)

Research topics

Statistics (1)

Keywords

regret bound (2) contextual bandit (2) sparse regression (2) feature selection (1) restricted eigenvalue (1) quantile regression (1) high-dimensional statistics (1) sequential decision (1) sparse optimization (1) primal-dual algorithm (1) norm regularization (1) restricted isometry property (1) adversarial setting (1) gaussian noise (1) structured estimation (1) group lasso (1) greedy algorithm (1) compressed sensing (1) atomic norm (1) statistical learning (1)

Papers

Smoothed Adversarial Linear Contextual Bandits with Knapsacks ICML 2022
Structured Linear Contextual Bandits: A Sharp and Geometric Smoothed Analysis ICML 2020
Random Quadratic Forms with Dependence: Applications to Restricted Isometry and Beyond NIPS 2019
Interpretable Predictive Modeling for Climate Variables with Weighted Lasso AAAI 2019
High-Dimensional Structured Quantile Regression ICML 2017
Open Problem: Restricted Eigenvalue Condition for Heavy Tailed Designs COLT 2015
Beyond Sub-Gaussian Measurements: High-Dimensional Structured Estimation with Sub-Exponential Designs NIPS 2015
Estimation with Norm Regularization NIPS 2014