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Best Papers/AISTATS

AISTATS Best Papers

International Conference on Artificial Intelligence and Statistics

6 papers · 2021–2025

← AISTATS 학회 정보

🏆 2025(3)

Test of Time Award
Deeply Supervised Nets
Chen-Yu LeeSaining XiePatrick GallagherZhengyou ZhangZhuowen Tu
Best Paper Award
Variational Inference in Location-Scale Families: Exact Recovery of the Mean and Correlation Matrix
Charles MargossianLawrence Saul
Variational Methods
Best Student Paper Award
Pick-to-Learn and Self-Certified Gaussian Process Approximations
Daniel MarksDario Paccagnan
Gaussian Processes

🏆 2023(1)

Best Paper Award
Phase Retrieval Meets Statistical Learning Theory: A Flexible Convex Relaxation
Sohail BahmaniJustin Romberg
machine-learningstatistics

🏆 2022(1)

Best Paper Award
Robust Bayesian Inference for Simulator-based Models via the MMD Posterior Bootstrap
Charita DellaportaJeremias KnoblauchTheodoros DamoulasFrançois-Xavier Briol
machine-learningstatistics

🏆 2021(1)

Best Paper Award
Homeomorphic-Invariance of EM: Non-Asymptotic Convergence in KL Divergence for Exponential Families via Mirror Descent
Frederik KunstnerRaunak KumarMark Schmidt
machine-learningstatistics

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