AISTATS Best Papers
International Conference on Artificial Intelligence and Statistics
6 papers · 2021–2025
← AISTATS Conference Info🏆 2025(3)
Test of Time Award
Deeply Supervised NetsChen-Yu LeeSaining XiePatrick GallagherZhengyou ZhangZhuowen Tu
Best Paper Award
Variational Inference in Location-Scale Families: Exact Recovery of the Mean and Correlation MatrixCharles MargossianLawrence Saul
Variational Methods
Best Student Paper Award
Pick-to-Learn and Self-Certified Gaussian Process ApproximationsDaniel MarksDario Paccagnan
Gaussian Processes
🏆 2023(1)
Best Paper Award
Phase Retrieval Meets Statistical Learning Theory: A Flexible Convex RelaxationSohail BahmaniJustin Romberg
machine-learningstatistics
🏆 2022(1)
Best Paper Award
Robust Bayesian Inference for Simulator-based Models via the MMD Posterior BootstrapCharita 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 DescentFrederik KunstnerRaunak KumarMark Schmidt
machine-learningstatistics