Sourbh Bhadane
5 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Core AI
(3)
Optimization & Theory · Machine Learning
(3)
Mathematics & Optimization
(2)
Mathematics
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Architectures
(1)
Core Methods
(1)
Learning Types
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Reasoning
(1)
Keywords
sample complexity
(2)
instrumental variable
(2)
causal inference
(2)
causal discovery
(1)
causal structure learning
(1)
hypothesis testing
(1)
distribution testing
(1)
entropy estimation
(1)
space complexity
(1)
streaming algorithm
(1)
latent variable
(1)
linear autoencoder
(1)
partial identification
(1)
counterfactual fairness
(1)
statistical test
(1)
property testing
(1)
interventional distribution
(1)
schur-concave loss
(1)
constant space
(1)
fixed-rate compression
(1)
Papers
Testing Partially-Identifiable Causal Queries Using Ternary Tests
UAI 2026
Revisiting the Berkeley Admissions data: Statistical Tests for Causal Hypotheses
UAI 2025
Sample Complexity of Distinguishing Cause from Effect
AISTATS 2023
Principal Bit Analysis: Autoencoding with Schur-Concave Loss
ICML 2021
Estimating Entropy of Distributions in Constant Space
NeurIPS 2019