Arun Sai Suggala
Carnegie Mellon University
H-index: 13
North America-United States
Top articles of Arun Sai Suggala
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Second Order Methods for Bandit Optimization and Control | arXiv preprint arXiv:2402.08929 | Arun Suggala Y Jennifer Sun Praneeth Netrapalli Elad Hazan | 2024/2/14 |
Label Robust and Differentially Private Linear Regression: Computational and Statistical Efficiency | Advances in Neural Information Processing Systems | Xiyang Liu Prateek Jain Weihao Kong Sewoong Oh Arun Suggala | 2024/2/13 |
Blocked Collaborative Bandits: Online Collaborative Filtering with Per-Item Budget Constraints | Advances in Neural Information Processing Systems | Soumyabrata Pal Arun Suggala Karthikeyan Shanmugam Prateek Jain | 2024/2/13 |
Improving Mobile Maternal and Child Health Care Programs: Collaborative Bandits for Time slot selection | Soumyabrata Pal Milind Tambe Arun Suggala Aparna Taneja | 2024/5/6 | |
Responsible AI (RAI) Games and Ensembles | NeurIPS 2023 | Yash Gupta Runtian Zhai Arun Suggala Pradeep Ravikumar | 2023/10/28 |
Improving generalization via meta-learning on hard samples | arXiv preprint arXiv:2403.12236 | Nishant Jain Arun S Suggala Pradeep Shenoy | 2024 |
Efficient Public Health Intervention Planning Using Decomposition-Based Decision-Focused Learning | arXiv preprint arXiv:2403.05683 | Sanket Shah Arun Suggala Milind Tambe Aparna Taneja | 2024/3/8 |
Optimal Best-Arm Identification in Bandits with Access to Offline Data | arXiv preprint arXiv:2306.09048 | Shubhada Agrawal Sandeep Juneja Karthikeyan Shanmugam Arun Sai Suggala | 2023/6/15 |
Stochastic re-weighted gradient descent via distributionally robust optimization | arXiv preprint arXiv:2306.09222 | Ramnath Kumar Kushal Majmundar Dheeraj Nagaraj Arun Sai Suggala | 2023/6/15 |
End-to-End Neural Network Compression via Regularized Latency Surrogates | arXiv preprint arXiv:2306.05785 | Anshul Nasery Hardik Shah Arun Sai Suggala Prateek Jain | 2023/6/9 |
Optimal algorithms for latent bandits with cluster structure | Soumyabrata Pal Arun Sai Suggala Karthikeyan Shanmugam Prateek Jain | 2023/4/11 | |
Flexible budgets in restless bandits: a primal-dual algorithm for efficient budget allocation | Proceedings of the AAAI Conference on Artificial Intelligence | Paula Rodriguez Diaz Jackson A Killian Lily Xu Arun Sai Suggala Aparna Taneja | 2023/6/26 |
Multivariate Time Series Forecasting | S Suhas Arun Suggala Prateek Jain Praneeth Nethrapalli | 2022/5 | |
Statistical Game Theory | Arun Sai Suggala | 2022 | |
Be greedy–a simple algorithm for blackbox optimization using neural networks | ICML2022 Workshop on Adaptive Experimental Design and Active Learning in the Real World | Biswajit Paria Barnabàs Pòczos Pradeep Ravikumar Jeff Schneider Arun Sai Suggala | 2022 |
Building robust ensembles via margin boosting | Dinghuai Zhang Hongyang Zhang Aaron Courville Yoshua Bengio Pradeep Ravikumar | 2022/6/28 | |
Boosted cvar classification | Runtian Zhai Chen Dan Arun Sai Suggala Zico Kolter Pradeep Ravikumar | 2021/10/26 | |
Efficient bandit convex optimization: Beyond linear losses | Arun Sai Suggala Pradeep Ravikumar Praneeth Netrapalli | 2021/7/21 | |
Learning minimax estimators via online learning | arXiv preprint arXiv:2006.11430 | Kartik Gupta Arun Sai Suggala Adarsh Prasad Praneeth Netrapalli Pradeep Ravikumar | 2020/6/19 |
Online non-convex learning: Following the perturbed leader is optimal | Arun Sai Suggala Praneeth Netrapalli | 2020/1/28 |
