Sutanu Gayen
9 papers · 2020–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer π Conference Polyglot (7) π Academic Marathon (5)
π
Cross-Pollinator
(9)
π
Grand Slam
π₯
Unstoppable
(6)
Conferences
AISTATS (2)
ICML (2)
AAAI (1)
ALT (1)
ICLR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
sample complexity
(4)
bayesian network
(3)
total variation distance
(2)
product distribution
(2)
causal inference
(2)
ising model
(1)
probability distribution
(1)
causal structure
(1)
linear regression
(1)
least squares regression
(1)
parameter learning
(1)
bayes network
(1)
distribution learning
(1)
graphical model
(1)
probabilistic graphical model
(1)
causal effect
(1)
approximation scheme
(1)
causal model
(1)
directed acyclic graph
(1)
identity testing
(1)
Papers
Learnability of Parameter-Bounded Bayes Nets
AAAI 2025
Computational Explorations of Total Variation Distance
ICLR 2025
Total Variation Distance Meets Probabilistic Inference
ICML 2024
On Approximating Total Variation Distance
IJCAI 2023
Efficient interventional distribution learning in the PAC framework
AISTATS 2022
Learning Sparse Fixed-Structure Gaussian Bayesian Networks
AISTATS 2022
Testing Product Distributions: A Closer Look
ALT 2021
Learning and Sampling of Atomic Interventions from Observations
ICML 2020
Efficient Distance Approximation for Structured High-Dimensional Distributions via Learning
NIPS 2020