Christopher C. Holmes

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

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (13) ❓ The Questioner (2)

Conferences

AISTATS (3) ICML (2)

Top co-authors

Lucile Ter-Minassian (3) Ziyu Wang (2) Oscar Clivio (1) Fabian Falck (1) Desi R. Ivanova (1) Jake Fawkes (1) Liran Szlak (1) Ehud Karavani (1) Karla DiazOrdaz (1) Robin J. Evans (1)

Keywords

adversarial robustness (1) explainable ai (1) adversarial attack (1) shapley value (1) model interpretation (1) causal pathway (1) targeted variable (1) mediation analysis (1)

Papers

Is Merging Worth It? Securely Evaluating the Information Gain for Causal Dataset Acquisition AISTATS 2025

Hierarchical Bias-Driven Stratification for Interpretable Causal Effect Estimation AISTATS 2025

On Subjective Uncertainty Quantification and Calibration in Natural Language Generation AISTATS 2025

Is In-Context Learning in Large Language Models Bayesian? A Martingale Perspective ICML 2024

PWSHAP: A Path-Wise Explanation Model for Targeted Variables ICML 2023