Garud Iyengar
18 papers · 2015–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (10) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (7) π Cross-Pollinator (8)
π
Cross-Pollinator
(8)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(29)
π§¬
Topic Evolution
π
Keyword Champion
(3)
π
Century Club
(17)
ποΈ
Keyword Collector
(72)
β
The Questioner
π₯
Unstoppable
(5)
π
Trend Setter
Conferences
ICML (6)
AISTATS (5)
AAAI (2)
NIPS (2)
IJCAI (1)
JMLR (1)
RSS (1)
Top co-authors
Research topics
Keywords
contextual bandit
(4)
regret bound
(4)
causal bound
(3)
linear programming
(2)
causal inference
(2)
online learning
(2)
multinomial logit
(2)
stochastic optimization
(2)
security game
(2)
unobserved confounder
(2)
reinforcement learning
(1)
model evaluation
(1)
policy learning
(1)
distributed optimization
(1)
function approximation
(1)
learning theory
(1)
statistical learning
(1)
feature selection
(1)
nonparametric model
(1)
model misspecification
(1)
Papers
Security Games with Layered Defenses: Adaptive Adversaries and Gittins Indices
AAAI 2026
Learning the Pareto Front Using Bootstrapped Observation Samples
AISTATS 2025
Linear Bandits with Partially Observable Features
ICML 2025
$Ξ²$-th order Acyclicity Derivatives for DAG Learning
AISTATS 2025
Is Cross-validation the Gold Standard to Estimate Out-of-sample Model Performance?
NIPS 2024
Layered Graph Security Games
IJCAI 2024
A Doubly Robust Approach to Sparse Reinforcement Learning
AISTATS 2024
Improved Algorithms for Multi-period Multi-class Packing Problems with Bandit Feedback
ICML 2023
Hedging against Complexity: Distributionally Robust Optimization with Parametric Approximation
AISTATS 2023
Scalable Computation of Causal Bounds
JMLR 2023
Causal Bounds in Quasi-Markovian Graphs
ICML 2023
Scalable Computation of Causal Bounds
ICML 2022
Sparsity-Agnostic Lasso Bandit
ICML 2021
Multinomial Logit Contextual Bandits: Provable Optimality and Practicality
AAAI 2021
Thompson Sampling for Multinomial Logit Contextual Bandits
NIPS 2019
Passive Static Equilibrium with Frictional Contacts and Application to Grasp Stability Analysis
RSS 2018
Linear Convergence of Stochastic Frank Wolfe Variants
AISTATS 2017
An Asynchronous Distributed Proximal Gradient Method for Composite Convex Optimization
ICML 2015