Sina Akbari
13 papers · 2021–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (12) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🏃 Academic Marathon (5)
🏃
Academic Marathon
(5)
🧬
Topic Evolution
🤝
Dynamic Duo
(12)
⚡
Prolific Year
(5)
🔥
Unstoppable
(5)
💎
Century Club
(12)
Conferences
NIPS (4)
AAAI (2)
ICML (2)
JMLR (2)
UAI (2)
CLEAR (1)
Top co-authors
Keywords
causal inference
(4)
combinatorial optimization
(2)
causal discovery
(2)
causal structure
(2)
experiment design
(2)
bayesian network
(2)
graphical model
(2)
causal effect identification
(2)
conditional independence test
(2)
causal graph
(2)
do calculus
(2)
hitting set problem
(2)
observational study
(1)
recursive algorithm
(1)
constraint-based method
(1)
constraint-based algorithm
(1)
probabilistic graphical model
(1)
structural equation model
(1)
latent variable
(1)
observational studies
(1)
Papers
Recursive Causal Discovery (Abstract Reprint)
AAAI 2026
Multi-armed Bandits with Missing Outcomes
UAI 2025
Recursive Causal Discovery
JMLR 2025
Sample Complexity of Nonparametric Closeness Testing for Continuous Distributions and Its Application to Causal Discovery with Hidden Confounding
CLEAR 2025
Optimal Experiment Design for Causal Effect Identification
JMLR 2025
Causal Effect Identification in Heterogeneous Environments from Higher-Order Moments
UAI 2025
Fast Proxy Experiment Design for Causal Effect Identification
NIPS 2024
Triple Changes Estimator for Targeted Policies
ICML 2024
Causal Imitability Under Context-Specific Independence Relations
NIPS 2023
Causal Effect Identification in Uncertain Causal Networks
NIPS 2023
Minimum Cost Intervention Design for Causal Effect Identification
ICML 2022
Learning Bayesian Networks in the Presence of Structural Side Information
AAAI 2022
Recursive Causal Structure Learning in the Presence of Latent Variables and Selection Bias
NIPS 2021