Pavel Izmailov

Pavel Izmailov

New York University - New York / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 844109
person_outline Pavel Izmailov's MOST POPULAR ARTICLES
1-) Averaging Weights Leads to Wider Optima and Better GeneralizationP Izmailov, D Podoprikhin, T Garipov, D Vetrov, AG WilsonUncertainty in Artificial Intelligence (UAI), 20188152018
2-) A Simple Baseline for Bayesian Uncertainty in Deep LearningW Maddox, T Garipov, P Izmailov, D Vetrov, AG WilsonAdvances in Neural Information Processing Systems (NeurIPS), 20194732019
3-) Loss Surfaces, Mode Connectivity, and Fast Ensembling of DNNsT Garipov, P Izmailov, D Podoprikhin, DP Vetrov, AG WilsonAdvances in Neural Information Processing Systems (NeurIPS), 20183892018
4-) Bayesian Deep Learning and a Probabilistic Perspective of GeneralizationAG Wilson, P IzmailovAdvances in Neural Information Processing Systems (NeurIPS), 20207692020
5-) What Are Bayesian Neural Network Posteriors Really Like?P Izmailov, S Vikram, MD Hoffman, AG WilsonInternational Conference on Machine Learning (ICML), 20214372021