Arun Suggala
14 papers · 2017–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (8) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (12)
🏃
Academic Marathon
(8)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(12)
🔥
Unstoppable
(5)
💎
Century Club
(14)
❓
The Questioner
🗃️
Keyword Collector
(67)
Conferences
NIPS (10)
AAAI (1)
COLT (1)
ICLR (1)
MLHC (1)
Top co-authors
Keywords
online learning
(3)
regret bound
(2)
stochastic optimization
(2)
multi-armed bandit
(2)
text generation
(1)
transfer learning
(1)
stochastic gradient descent
(1)
self-supervised learning
(1)
adversarial robustness
(1)
knowledge transfer
(1)
collaborative filtering
(1)
feature attribution
(1)
hyperparameter transfer
(1)
regret minimization
(1)
exponential family
(1)
gradient descent
(1)
multivariate analysis
(1)
perturbation analysis
(1)
worst-case performance
(1)
hyperparameter optimization
(1)
Papers
Learning to Call: A Field Trial of a Collaborative Bandit Algorithm for Optimizing Call Timing in Mobile Maternal Health
MLHC 2025
Does Safety Training of LLMs Generalize to Semantically Related Natural Prompts?
ICLR 2025
Offline-to-Online Hyperparameter Transfer for Stochastic Bandits
AAAI 2025
Time-Reversal Provides Unsupervised Feedback to LLMs
NIPS 2024
Second Order Methods for Bandit Optimization and Control
COLT 2024
Blocked Collaborative Bandits: Online Collaborative Filtering with Per-Item Budget Constraints
NIPS 2023
Label Robust and Differentially Private Linear Regression: Computational and Statistical Efficiency
NIPS 2023
Responsible AI (RAI) Games and Ensembles
NIPS 2023
Boosted CVaR Classification
NIPS 2021
Follow the Perturbed Leader: Optimism and Fast Parallel Algorithms for Smooth Minimax Games
NIPS 2020
Generalized Boosting
NIPS 2020
On the (In)fidelity and Sensitivity of Explanations
NIPS 2019
Connecting Optimization and Regularization Paths
NIPS 2018
The Expxorcist: Nonparametric Graphical Models Via Conditional Exponential Densities
NIPS 2017