Timur Garipov

Publications

1.6K

Citations

H-Index

2016

Active since

Affiliations

National Research University Higher School of Economics(Current)

Cornell University

Samsung (United States)

Skolkovo Institute of Science and Technology

Lomonosov Moscow State University

Timur Garipov is an author at National Research University Higher School of Economics specializing in computer science, deep learning, and machine learning.

ORCID

Top concepts

EngineeringDeep LearningComputer ScienceMachine LearningData ScienceComputer VisionDeep Neural NetworksMachine VisionPattern RecognitionMedical Image Computing

Publications per year

2016–2019

Publications

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

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

Loss Surfaces, Mode Connectivity, and Fast Ensembling of DNNs

Timur Garipov, Pavel Izmailov, D. A. Podoprikhin et al. · 2018 · 167 citations

Geometric Learning, Convolutional Neural Network, Engineering +17

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