Concepedia

Anna Choromanska

AC

27

Publications

2.4K

Citations

19

H-Index

2012

Active since

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 engineering, machine learning, and deep learning.

Top concepts

EngineeringMachine LearningDeep LearningComputer ScienceData ScienceComputer VisionMachine VisionImage AnalysisRobot LearningArtificial Intelligence

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 · 714 citations · Full text

Engineering, Machine Learning, Neural Network +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 · 282 citations

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 · 242 citations · Full text

Artificial Intelligence, End-to-end Learning Steers, Machine Vision +14

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 · 211 citations · Full text

Entropy-SGD: Biasing Gradient Descent Into Wide Valleys

Pratik Chaudhari, Anna Choromanska, Stefano Soatto et al. · arXiv (Cornell University) · 2016 · 114 citations · Full text

Model Optimization, Geometric Learning, Engineering +13

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