conftrace_

Robert Ness

3 papers · 2019–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer

🐣 Hot Topic Early Bird ❓ The Questioner

Conferences

NIPS (2) ICLR (1)

Top co-authors

Felipe Vieira Frujeri (1) Katie Matton (1) Olga Vitek (1) John Guttag (1) Jonathan Larson (1) Ida Momennejad (1) Nebojsa Jojic (1) Kaushal Paneri (1) Hosein Hasanbeig (1) Hiteshi Sharma (1)

Keywords

causal inference (1) trajectory prediction (1) cognitive map (1) structural causal model (1) counterfactual inference (1) markov process (1) large language model (1) systematic evaluation (1) equilibrium dynamics (1)

Papers

Walk the Talk? Measuring the Faithfulness of Large Language Model Explanations ICLR 2025 Evaluating Cognitive Maps and Planning in Large Language Models with CogEval NIPS 2023 Integrating Markov processes with structural causal modeling enables counterfactual inference in complex systems NIPS 2019