Greg Lewis
7 papers · 2017–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (5) π Conference Polyglot (3) π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (15)
π£
Hot Topic Early Bird
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Renaissance Researcher
(7)
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Interdisciplinary Bridge
π±
Topic Pioneer
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Trend Setter
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Conference Pioneer
Conferences
NIPS (5)
CLEAR (1)
ICML (1)
Top co-authors
Keywords
causal inference
(4)
instrumental variable
(3)
treatment effect
(2)
heterogeneous treatment effect
(2)
statistical learning
(2)
deep learning
(1)
minimax optimization
(1)
intrinsic dimension
(1)
minimax estimation
(1)
machine learning
(1)
non-parametric regression
(1)
k-nearest neighbor
(1)
continuous action space
(1)
zero-sum game
(1)
inverse problem
(1)
instrumental variable regression
(1)
counterfactual prediction
(1)
confidence interval
(1)
continuous action
(1)
a/b testing
(1)
Papers
Non-parametric Inference Adaptive to Intrinsic Dimension
CLEAR 2022
Estimating the Long-Term Effects of Novel Treatments
NIPS 2021
Double/Debiased Machine Learning for Dynamic Treatment Effects
NIPS 2021
Minimax Estimation of Conditional Moment Models
NIPS 2020
Semi-Parametric Efficient Policy Learning with Continuous Actions
NIPS 2019
Machine Learning Estimation of Heterogeneous Treatment Effects with Instruments
NIPS 2019
Deep IV: A Flexible Approach for Counterfactual Prediction
ICML 2017