Sudeepa Roy
7 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (13) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4)
π
Academic Marathon
(6)
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(5)
π
Conference Pioneer
Conferences
AISTATS (3)
UAI (2)
AAAI (1)
JMLR (1)
Top co-authors
Keywords
causal inference
(6)
treatment effect estimation
(4)
observational study
(2)
matching method
(2)
network interference
(1)
interpretable model
(1)
treatment effect
(1)
observational datum
(1)
conditional average treatment effect
(1)
instrumental variable
(1)
potential outcome
(1)
matching algorithm
(1)
unmeasured confounding
(1)
covariate matching
(1)
matching framework
(1)
propensity score matching
(1)
program evaluation
(1)
observational causal inference
(1)
mixed integer program
(1)
interpretable machine learning
(1)
Papers
Graph Machine Learning based Doubly Robust Estimator for Network Causal Effects
AISTATS 2025
Evaluating Pre-trial Programs Using Interpretable Machine Learning Matching Algorithms for Causal Inference
AAAI 2024
FLAME: A Fast Large-scale Almost Matching Exactly Approach to Causal Inference
JMLR 2021
Almost-Matching-Exactly for Treatment Effect Estimation under Network Interference
AISTATS 2020
Adaptive Hyper-box Matching for Interpretable Individualized Treatment Effect Estimation
UAI 2020
Interpretable Almost-Exact Matching for Causal Inference
AISTATS 2019
Interpretable Almost Matching Exactly With Instrumental Variables
UAI 2019