Yuki Ohnishi

3 papers · 2021–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

JMLR (2) AISTATS (1)

Top co-authors

Jean Honorio (1) Arman Sabbaghi (1) Jordan Awan (1) Bikram Karmakar (1)

Keywords

causal inference (2) bayesian nonparametrics (1) local privacy (1) bayesian nonparametric (1) latent variable (1) treatment effect (1) randomized experiment (1) differential privacy (1) spillover effect (1)

Papers

Locally Private Causal Inference for Randomized Experiments JMLR 2025

Degree of Interference: A General Framework For Causal Inference Under Interference JMLR 2025

Novel Change of Measure Inequalities with Applications to PAC-Bayesian Bounds and Monte Carlo Estimation AISTATS 2021