Anna Choromanska - Concepedia

Author

Anna Choromanska

New York University ORCID

Also Known As

Anna Choromanska, Choromanska, Anna, Choromanska, Anna Ewa, Sha, Beiyao

Publications

2.6K

Citations

H-Index

Concepts

All Affiliations

New York University Microsoft (United States)Shandong University of Political Science and Law University of Applied Sciences and Arts of Southern Switzerland Courant Institute of Mathematical Sciences

About

Anna Choromanska is an author at New York University specializing in engineering, machine learning, and deep learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	17	21	1.7K
2	Computer Engineering	3	3	146
3	Health Sciences	1	1	19
4	Medicine	1	1	13
5	Natural Sciences	1	1	45

Anna Choromanska

Publications

2.4K

Citations

H-Index

Page 1

	Year	Citations
The Loss Surfaces of Multilayer Networks Anna Choromanska, Mikael Henaff, Michaël Mathieu, arXiv (Cornell University) EngineeringMachine LearningNeural NetworkLoss SurfacesNetwork Analysis	2014	714
Entropy-SGD: biasing gradient descent into wide valleys* Pratik Chaudhari, Anna Choromanska, Stefano Soatto, Journal of Statistical Mechanics Theory and Experiment	2019	282
Explaining How a Deep Neural Network Trained with End-to-End Learning Steers a Car Mariusz Bojarski, Philip Yeres, Anna Choromanska, arXiv (Cornell University) Artificial IntelligenceEnd-to-end Learning SteersMachine VisionMachine LearningEngineering	2017	242
Explaining How a Deep Neural Network Trained with End-to-End Learning\n Steers a Car Mariusz Bojarski, Philip Yeres, Anna Choromanska, arXiv (Cornell University)	2017	211
Entropy-SGD: Biasing Gradient Descent Into Wide Valleys Pratik Chaudhari, Anna Choromanska, Stefano Soatto, arXiv (Cornell University) Model OptimizationGeometric LearningEngineeringMachine LearningDeep Learning	2016	114
VisualBackProp: Efficient Visualization of CNNs for Autonomous Driving Mariusz Bojarski, Anna Choromanska, Krzysztof Choromański, Convolutional Neural NetworkMachine VisionMachine LearningData ScienceImage Analysis	2018	87
Open Problem: The landscape of the loss surfaces of multilayer networks Anna Choromanska, Yann LeCun, Gérard Ben Arous Conference on Learning Theory Artificial IntelligenceGeometric LearningEngineeringMachine LearningOpen Problem	2015	81
The Loss Surface of Multilayer Networks. Anna Choromanska, Mikael Henaff, Michaël Mathieu, arXiv (Cornell University) Network ScienceNetwork RobustnessLoss SurfaceNetwork AnalysisNetwork Theory	2014	79
Deep learning with Elastic Averaging SGD Sixin Zhang, Anna Choromanska, Yann LeCun arXiv (Cornell University) EngineeringMachine LearningAsynchronous VariantSparse Neural NetworkParallel Learning	2014	67
VisualBackProp: visualizing CNNs for autonomous driving. Mariusz Bojarski, Anna Choromanska, Krzysztof Choromański, arXiv (Cornell University) 3D Computer VisionMachine VisionEngineeringScene UnderstandingAutonomous Systems	2016	57

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