Andrew Bennett
16 papers · 2007–2024 · 9 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (17) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (9) 🐝 Cross-Pollinator (15)
🌍
Conference Polyglot
(9)
🏃
Academic Marathon
(17)
🐝
Cross-Pollinator
(15)
🤝
Dynamic Duo
(10)
🧬
Topic Evolution
💎
Century Club
(16)
🚀
Conference Pioneer
🗃️
Keyword Collector
(60)
Conferences
NIPS (4)
AISTATS (3)
COLT (2)
EMNLP (2)
ACL (1)
ICLR (1)
ICML (1)
RSS (1)
SEMEVAL (1)
Top co-authors
Keywords
causal inference
(6)
off-policy evaluation
(3)
instrumental variable
(2)
instruction following
(2)
generalized method of moment
(2)
policy learning
(2)
latent confounder
(2)
function approximation
(2)
imitation learning
(1)
text representation
(1)
representation learning
(1)
pac learning
(1)
attention mechanism
(1)
importance weighting
(1)
policy evaluation
(1)
nonparametric estimation
(1)
bellman equation
(1)
variational inference
(1)
markov decision process
(1)
deep learning
(1)
Papers
Efficient and Sharp Off-Policy Evaluation in Robust Markov Decision Processes
NIPS 2024
Low-rank MDPs with Continuous Action Spaces
AISTATS 2024
VQ-TR: Vector Quantized Attention for Time Series Forecasting
ICLR 2024
Minimax Instrumental Variable Regression and $L_2$ Convergence Guarantees without Identification or Closedness
COLT 2023
Future-Dependent Value-Based Off-Policy Evaluation in POMDPs
NIPS 2023
Provable Safe Reinforcement Learning with Binary Feedback
AISTATS 2023
Inference on Strongly Identified Functionals of Weakly Identified Functions
COLT 2023
Off-policy Evaluation in Infinite-Horizon Reinforcement Learning with Latent Confounders
AISTATS 2021
Efficient Policy Learning from Surrogate-Loss Classification Reductions
ICML 2020
Deep Generalized Method of Moments for Instrumental Variable Analysis
NIPS 2019
Policy Evaluation with Latent Confounders via Optimal Balance
NIPS 2019
Preferred Answer Selection in Stack Overflow: Better Text Representations ... and Metadata, Metadata, Metadata
EMNLP 2018
Mapping Instructions to Actions in 3D Environments with Visual Goal Prediction
EMNLP 2018
Following High-level Navigation Instructions on a Simulated Quadcopter with Imitation Learning
RSS 2018
LexSemTm: A Semantic Dataset Based on All-words Unsupervised Sense Distribution Learning
ACL 2016
LCC-WSD: System Description for English Coarse Grained All Words Task at SemEval 2007
SEMEVAL 2007