Abhin Shah
7 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
๐บ๏ธ
Taxonomy Completionist
(19)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(3)
Mathematics & Optimization
(3)
Core AI
(3)
Learning Types
(3)
Optimization & Theory
(3)
Application Areas
(2)
Core Methods
(2)
Optimization
(2)
Knowledge & Reasoning
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Mathematics
(1)
Reasoning
(1)
Keywords
representation learning
(2)
causal inference
(2)
causal discovery
(1)
computational complexity
(1)
maximum likelihood
(1)
asymptotic analysis
(1)
mutual information
(1)
exponential family
(1)
maximum likelihood estimation
(1)
exponential families
(1)
communication efficiency
(1)
sparse linear regression
(1)
conditional independence
(1)
conditional mutual information
(1)
selective prediction
(1)
finite-sample analysis
(1)
selective regression
(1)
markov random field
(1)
graphical model
(1)
asymptotic normality
(1)
Papers
A Unified View on Learning Unnormalized Distributions via Noise-Contrastive Estimation
ICML 2025
Front-door Adjustment Beyond Markov Equivalence with Limited Graph Knowledge
NeurIPS 2023
Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge
AISTATS 2022
Optimal Compression of Locally Differentially Private Mechanisms
AISTATS 2022
Selective Regression under Fairness Criteria
ICML 2022
A Computationally Efficient Method for Learning Exponential Family Distributions
NeurIPS 2021
On Learning Continuous Pairwise Markov Random Fields
AISTATS 2021