Susan Athey
11 papers · 2017–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+8 more ↓ Show less ↑
π Interdisciplinary Bridge π Cross-Pollinator (12) π Conference Polyglot (4) π Academic Marathon (8) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(37)
π§
Keyword Pioneer
π
Conference Polyglot
(4)
π
Keyword Champion
(3)
π
Century Club
(11)
π
Conference Pioneer
ποΈ
Keyword Collector
(50)
π₯
Unstoppable
(5)
Conferences
AISTATS (4)
NIPS (4)
AAAI (2)
ICML (1)
Top co-authors
Keywords
contextual bandit
(6)
model misspecification
(3)
causal inference
(3)
heterogeneous treatment effect
(2)
reward estimation
(2)
cumulative regret
(2)
bias-variance trade-off
(2)
regret bound
(2)
word embedding
(2)
game theory
(1)
multi-agent learning
(1)
nash equilibrium
(1)
distribution shift
(1)
minimax optimal
(1)
variational inference
(1)
regret analysis
(1)
regret minimization
(1)
bias-variance tradeoff
(1)
parameter estimation
(1)
model selection
(1)
Papers
Robust Offline Policy Learning with Observational Data from Multiple Sources
AISTATS 2025
Towards Costless Model Selection in Contextual Bandits: A Bias-Variance Perspective
AISTATS 2024
Proportional Response: Contextual Bandits for Simple and Cumulative Regret Minimization
NIPS 2023
Flexible and Efficient Contextual Bandits with Heterogeneous Treatment Effect Oracles
AISTATS 2023
Tractable contextual bandits beyond realizability
AISTATS 2021
Adapting to misspecification in contextual bandits with offline regression oracles
ICML 2021
Stable Prediction with Model Misspecification and Agnostic Distribution Shift
AAAI 2020
Balanced Linear Contextual Bandits
AAAI 2019
Learning in Games with Lossy Feedback
NIPS 2018
Context Selection for Embedding Models
NIPS 2017
Structured Embedding Models for Grouped Data
NIPS 2017