Arun Suggala

21 papers A* 6A 3Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Personalized Exercise Assistant using Reinforcement Learning (PEARL): Results from a four-arm Randomized-controlled Trial.
CoRR
Amy A. Lee, Narayan Hegde, Nina Deliu, Emily Rosenzweig, Arun Suggala, Sriram Lakshminarasimhan, Qian He, John Hernandez, Martin Seneviratne, Rahul Singh, Pradnesh Kalkar, Karthikeyan Shanmugam, Aravindan Raghuveer, Abhimanyu Singh, My Nguyen, James Taylor, Jatin Alla, Sofia S. Villar, Hülya Emir-Farinas
2025 A conf
Bayesian Collaborative Bandits with Thompson Sampling for Improved Outreach in Maternal Health.
AAMAS
Arpan Dasgupta, Gagan Jain, Arun Suggala, Karthikeyan Shanmugam, Milind Tambe, Aparna Taneja
2025 A* conf
Does Safety Training of LLMs Generalize to Semantically Related Natural Prompts?
ICLR
Sravanti Addepalli, Yerram Varun, Arun Suggala, Karthikeyan Shanmugam, Prateek Jain
2025 — conf
Learning to Call: A Field Trial of a Collaborative Bandit Algorithm for Optimizing Call Timing in Mobile Maternal Health.
MLHC
Arpan Dasgupta, Mizhaan Maniyar, Awadhesh Srivastava, Sanat Kumar, Amrita Mahale, Aparna Hegde, Arun Suggala, Karthikeyan Shanmugam, Milind Tambe, Aparna Taneja
2025 A* conf
Offline-to-Online Hyperparameter Transfer for Stochastic Bandits.
AAAI
Dravyansh Sharma, Arun Suggala
2025 A* conf
Online Bidding under RoS Constraints without Knowing the Value.
WWW
Sushant Vijayan, Zhe Feng, Swati Padmanabhan, Karthikeyan Shanmugam, Arun Suggala, Di Wang
2025 J jnl
Online Bidding under RoS Constraints without Knowing the Value.
CoRR
Sushant Vijayan, Zhe Feng, Swati Padmanabhan, Karthikeyan Shanmugam, Arun Suggala, Di Wang
2025 J jnl
Regret minimization in Linear Bandits with offline data via extended D-optimal exploration.
CoRR
Sushant Vijayan, Arun Suggala, Karthikeyan Shanmugam, Soumyabrata Pal
2025 J jnl
Robust Reward Modeling via Causal Rubrics.
CoRR
Pragya Srivastava, Harman Singh, Rahul Madhavan, Gandharv Patil, Sravanti Addepalli, Arun Suggala, Rengarajan Aravamudhan, Soumya Sharma, Anirban Laha, Aravindan Raghuveer, Karthikeyan Shanmugam, Doina Precup
2024 J jnl
Bayesian Collaborative Bandits with Thompson Sampling for Improved Outreach in Maternal Health Program.
CoRR
Arpan Dasgupta, Gagan Jain, Arun Suggala, Karthikeyan Shanmugam, Milind Tambe, Aparna Taneja
2024 J jnl
Does Safety Training of LLMs Generalize to Semantically Related Natural Prompts?
CoRR
Sravanti Addepalli, Yerram Varun, Arun Suggala, Karthikeyan Shanmugam, Prateek Jain
2024 J jnl
Efficient Public Health Intervention Planning Using Decomposition-Based Decision-Focused Learning.
CoRR
Sanket Shah, Arun Suggala, Milind Tambe, Aparna Taneja
2024 A conf
Efficient Public Health Intervention Planning Using Decomposition-Based Decision-focused Learning.
AAMAS
Sanket Shah, Arun Suggala, Milind Tambe, Aparna Taneja
2024 A conf
Improving Mobile Maternal and Child Health Care Programs: Collaborative Bandits for Time Slot Selection.
AAMAS
Soumyabrata Pal, Milind Tambe, Arun Suggala, Karthikeyan Shanmugam, Aparna Taneja
2024 J jnl
Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGD.
CoRR
Aniket Das, Dheeraj Nagaraj, Soumyabrata Pal, Arun Suggala, Prateek Varshney
2024 A* conf
Second Order Methods for Bandit Optimization and Control.
COLT
Arun Suggala, Y. Jennifer Sun, Praneeth Netrapalli, Elad Hazan
2024 J jnl
Second Order Methods for Bandit Optimization and Control.
CoRR
Arun Suggala, Y. Jennifer Sun, Praneeth Netrapalli, Elad Hazan
2024 A* conf
Time-Reversal Provides Unsupervised Feedback to LLMs.
NeurIPS
Yerram Varun, Rahul Madhavan, Sravanti Addepalli, Arun Suggala, Karthikeyan Shanmugam, Prateek Jain
2024 J jnl
Time-Reversal Provides Unsupervised Feedback to LLMs.
CoRR
Yerram Varun, Rahul Madhavan, Sravanti Addepalli, Arun Suggala, Karthikeyan Shanmugam, Prateek Jain
2023 A* conf
Responsible AI (RAI) Games and Ensembles.
NeurIPS
Yash Gupta, Runtian Zhai, Arun Suggala, Pradeep Ravikumar
2023 J jnl
Responsible AI (RAI) Games and Ensembles.
CoRR
Yash Gupta, Runtian Zhai, Arun Suggala, Pradeep Ravikumar