Alexander Volfovsky
14 papers · 2019–2024 · 6 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (5)
🌈
Renaissance Researcher
(9)
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(5)
🤝
Dynamic Duo
(10)
🏆
Keyword Champion
(6)
💎
Century Club
(14)
🚀
Conference Pioneer
🗃️
Keyword Collector
(54)
🔥
Unstoppable
(6)
Conferences
AISTATS (5)
UAI (4)
JMLR (2)
AAAI (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
causal inference
(8)
treatment effect estimation
(6)
treatment effect
(2)
observational study
(2)
matching method
(2)
distance metric
(2)
dynamic programming
(1)
markov chain monte carlo
(1)
text analysis
(1)
adaptive design
(1)
optimal policy
(1)
policy learning
(1)
causal effect
(1)
personalized medicine
(1)
interpretable model
(1)
sensitivity analysis
(1)
network interference
(1)
experimental design
(1)
observational datum
(1)
interpretable machine learning
(1)
Papers
Safe and Interpretable Estimation of Optimal Treatment Regimes
AISTATS 2024
Evaluating Pre-trial Programs Using Interpretable Machine Learning Matching Algorithms for Causal Inference
AAAI 2024
Hidden Population Estimation with Indirect Inference and Auxiliary Information
UAI 2024
Interpretable Causal Inference for Analyzing Wearable, Sensor, and Distributional Data
AISTATS 2024
Experimental Designs for Heteroskedastic Variance
NIPS 2023
Variable importance matching for causal inference
UAI 2023
MALTS: Matching After Learning to Stretch
JMLR 2022
FLAME: A Fast Large-scale Almost Matching Exactly Approach to Causal Inference
JMLR 2021
Sensitivity Analysis for Causal Mediation through Text: an Application to Political Polarization
EMNLP 2021
Adaptive Hyper-box Matching for Interpretable Individualized Treatment Effect Estimation
UAI 2020
Almost-Matching-Exactly for Treatment Effect Estimation under Network Interference
AISTATS 2020
Interpretable Almost Matching Exactly With Instrumental Variables
UAI 2019
Interpretable Almost-Exact Matching for Causal Inference
AISTATS 2019
SMOGS: Social Network Metrics of Game Success
AISTATS 2019