Concepedia

Anna Choromanska

AC

Statistics

Publications

27

Citations

2.4K

H-Index

19

Active since

2012

Affiliations

New York University(Current)

Microsoft (United States)

Shandong University of Political Science and Law

University of Applied Sciences and Arts of Southern Switzerland

Courant Institute of Mathematical Sciences

Anna Choromanska is an author at New York University specializing in computing, computer science, and deep learning.

Publications per year

2012–2022

27

Publications

27

The Loss Surfaces of Multilayer Networks

Anna Choromanska, Mikael Henaff, Michaël Mathieu et al. · arXiv (Cornell University) · 2014 · 720 citations · Full text

Computing, Computer Science, Computer Networks +16

Entropy-SGD: biasing gradient descent into wide valleys*

Pratik Chaudhari, Anna Choromanska, Stefano Soatto et al. · Journal of Statistical Mechanics Theory and Experiment · 2019 · 288 citations

Computing, Computer Science, Computer Vision +16

Explaining How a Deep Neural Network Trained with End-to-End Learning Steers a Car

Mariusz Bojarski, Philip Yeres, Anna Choromanska et al. · arXiv (Cornell University) · 2017 · 244 citations · Full text

Computing, Autonomous Systems, Computer Science +17

Explaining How a Deep Neural Network Trained with End-to-End Learning\n Steers a Car

Mariusz Bojarski, Philip Yeres, Anna Choromanska et al. · arXiv (Cornell University) · 2017 · 214 citations · Full text

Computing, Autonomous Systems, Computer Science +17

Entropy-SGD: Biasing Gradient Descent Into Wide Valleys

Pratik Chaudhari, Anna Choromanska, Stefano Soatto et al. · arXiv (Cornell University) · 2016 · 115 citations · Full text

Computing, Computer Science, Computer Vision +16

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