Victor Chernozhukov
9 papers · 2018–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (6) π Cross-Pollinator (14)
πΊοΈ
Taxonomy Completionist
(11)
π£
Hot Topic Early Bird
π
Keyword Champion
(2)
π±
Topic Pioneer
π
Trend Setter
Conferences
ICML (2)
JMLR (2)
NIPS (2)
ACL (1)
CLEAR (1)
COLT (1)
Top co-authors
Keywords
causal inference
(5)
off-policy evaluation
(3)
treatment effect
(2)
double machine learning
(2)
nuisance parameter
(2)
bellman equation
(1)
bias correction
(1)
value estimation
(1)
hyperparameter tuning
(1)
continuous action space
(1)
confidence interval
(1)
continuous action
(1)
conformal inference
(1)
random forest
(1)
personalized pricing
(1)
partially observable mdp
(1)
counterfactual generation
(1)
doubly robust
(1)
debiased machine learning
(1)
riesz representer
(1)
Papers
Agentic Economic Modeling
ACL 2026
Hyperparameter Tuning for Causal Inference with Double Machine Learning: A Simulation Study
CLEAR 2024
Future-Dependent Value-Based Off-Policy Evaluation in POMDPs
NIPS 2023
RieszNet and ForestRiesz: Automatic Debiased Machine Learning with Neural Nets and Random Forests
ICML 2022
DoubleML - An Object-Oriented Implementation of Double Machine Learning in Python
JMLR 2022
Deeply-Debiased Off-Policy Interval Estimation
ICML 2021
Shape-Enforcing Operators for Generic Point and Interval Estimators of Functions
JMLR 2021
Semi-Parametric Efficient Policy Learning with Continuous Actions
NIPS 2019
Exact and Robust Conformal Inference Methods for Predictive Machine Learning with Dependent Data
COLT 2018