Sepehr Elahi

5 papers · 2020–2026 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12)

Venues

AAAI (1) AISTATS (1) ICML (1) JMLR (1) NeurIPS (1)

Top co-authors

Sina Akbari (3) Negar Kiyavash (3) Ehsan Mokhtarian (2) Patrick Thiran (2) Andi Nika (1) Paula Mürmann (1) Cem Tekin (1) Jalal Etesami (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Mathematics & Optimization (3) Core AI (3) Optimization (3) Optimization & Theory (3) Knowledge & Reasoning (2) Learning Types (2) Reasoning (2) Mathematics (1)

Keywords

causal graph (2) causal discovery (2) sample complexity (1) structural learning (1) experimental design (1) treewidth (1) adaptive discretization (1) conditional independence (1) experiment design (1) observational study (1) bayesian network (1) multi-armed bandit (1) upper confidence bound (1) regret bound (1) graphical model (1) structural equation model (1) contextual bandit (1) causal effect identification (1) proxy experiment design (1) conditional independence test (1)

Papers

Recursive Causal Discovery (Abstract Reprint) AAAI 2026 Learn to Vaccinate: Combining Structure Learning and Effective Vaccination for Epidemic and Outbreak Control ICML 2025 Recursive Causal Discovery JMLR 2025 Fast Proxy Experiment Design for Causal Effect Identification NeurIPS 2024 Contextual Combinatorial Volatile Multi-armed Bandit with Adaptive Discretization AISTATS 2020