Bijan Mazaheri
6 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
CLEAR (2)
AISTATS (1)
COLT (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
causal inference
(2)
mixture model
(2)
sample complexity
(1)
tensor decomposition
(1)
covariate shift
(1)
density ratio estimation
(1)
distribution shift
(1)
bayesian network
(1)
feature engineering
(1)
directed acyclic graph
(1)
unobserved confounding
(1)
cumulative distribution function
(1)
sampling bia
(1)
product distribution
(1)
invariant mechanism
(1)
proxy feature
(1)
statistical identification
(1)
information theory
(1)
hidden random variable
(1)
domain adaptation
(1)
Papers
Synthetic Potential Outcomes and Causal Mixture Identifiability
AISTATS 2025
Omitted Labels Induce Nontransitive Paradoxes in Causality
CLEAR 2025
Identification of mixtures of discrete product distributions in near-optimal sample and time complexity
COLT 2024
Causal Inference Despite Limited Global Confounding via Mixture Models
CLEAR 2023
Causal information splitting: Engineering proxy features for robustness to distribution shifts
UAI 2023
Robust Correction of Sampling Bias using Cumulative Distribution Functions
NIPS 2020