Myrl G. Marmarelis

3 papers · 2023–2024 · 3 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

AISTATS (1) CLeaR (1) UAI (1)

Top co-authors

Greg Ver Steeg (3) Aram Galstyan (3) Fred Morstatter (2) Neda Jahanshad (1) Andrew Jesson (1) Elizabeth Haddad (1)

Research topics

Artificial Intelligence (2) Knowledge & Reasoning (2) Core AI (2) Reasoning (2) Machine Learning (1) Application Areas (1) Core Methods (1)

Keywords

partial identification (2) causal inference (2) policy learning (1) sensitivity analysis (1) prediction interval (1) hidden confounding (1) observational data (1) hidden confounder (1) deep ensemble (1) doubly robust estimation (1) doubly robust (1) localized intervention (1) dose response (1) continuous-valued treatment (1) sensitivity model (1) optimal transport (1)

Papers

Ensembled Prediction Intervals for Causal Outcomes Under Hidden Confounding CLeaR 2024 Policy Learning for Localized Interventions from Observational Data AISTATS 2024 Partial identification of dose responses with hidden confounders UAI 2023