conftrace_

Ciarán Mark Gilligan-Lee

4 papers · 2023–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (10)

Conferences

CLEAR (3) AISTATS (1)

Top co-authors

Athanasios Vlontzos (2) Michael O’Riordan (2) Lucas Maystre (1) Oriol Corcoll (1) Jakob Zeitler (1) Graham Van Goffrier (1) Jake Fawkes (1)

Keywords

causal inference (1) sensitivity analysis (1) causal effect (1) structural causal model (1) treatment effect (1) observational datum (1) unobserved confounding (1) instrumental variable (1) synthetic control (1) regression residual (1)

Papers

The Hardness of Validating Observational Studies with Experimental Data AISTATS 2025 Local Interference: Removing Interference Bias in Semi-Parametric Causal Models CLEAR 2025 Estimating long-term causal effects from short-term experiments and long-term observational data with unobserved confounding CLEAR 2023 Non-parametric identifiability and sensitivity analysis of synthetic control models CLEAR 2023