Concepedia

Pavel Izmailov

PI

Statistics

Publications

27

Citations

2.5K

H-Index

21

Active since

2017

Affiliations

Cornell University(Current)

National Research University Higher School of Economics

Shandong University of Political Science and Law

University of Applied Sciences and Arts of Southern Switzerland

Supélec

Pavel Izmailov is an author at Cornell University specializing in computer science, data science, and deep learning.

Top concepts

EngineeringMachine LearningComputer ScienceData ScienceDeep LearningComputer VisionPattern RecognitionSupervised LearningMachine VisionImage Analysis

Publications per year

2017–2023

27

Publications

27

Averaging Weights Leads to Wider Optima and Better Generalization

Pavel Izmailov, D. A. Podoprikhin, Timur Garipov et al. · 2018 · 616 citations

Mathematical Programming, Geometric Learning, Convolutional Neural Network +20

Averaging Weights Leads to Wider Optima and Better Generalization

Pavel Izmailov, D. A. Podoprikhin, Timur Garipov et al. · arXiv (Cornell University) · 2018 · 225 citations · Full text

Mathematical Programming, Geometric Learning, Convolutional Neural Network +20

Loss Surfaces, Mode Connectivity, and Fast Ensembling of DNNs

Timur Garipov, Pavel Izmailov, D. A. Podoprikhin et al. · arXiv (Cornell University) · 2018 · 212 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +17

Bayesian Deep Learning and a Probabilistic Perspective of Generalization

Andrew Gordon Wilson, Pavel Izmailov · arXiv (Cornell University) · 2020 · 182 citations · Full text

Artificial Intelligence, Bayesian Statistic, Engineering +17

A Simple Baseline for Bayesian Uncertainty in Deep Learning

Wesley J. Maddox, Timur Garipov, Pavel Izmailov et al. · arXiv (Cornell University) · 2019 · 180 citations · Full text

Bayesian Statistics, Engineering, Machine Learning +15

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