Anna Choromanska
Anna Choromanska
Verified email at nyu.edu - Homepage
Title
Cited by
Cited by
Year
The loss surfaces of multilayer networks
A Choromanska, M Henaff, M Mathieu, GB Arous, Y LeCun
Artificial intelligence and statistics, 192-204, 2015
11422015
Deep learning with elastic averaging SGD
S Zhang, A Choromanska, Y LeCun
arXiv preprint arXiv:1412.6651, 2014
5042014
Entropy-sgd: Biasing gradient descent into wide valleys
P Chaudhari, A Choromanska, S Soatto, Y LeCun, C Baldassi, C Borgs, ...
Journal of Statistical Mechanics: Theory and Experiment 2019 (12), 124018, 2019
4202019
Explaining how a deep neural network trained with end-to-end learning steers a car
M Bojarski, P Yeres, A Choromanska, K Choromanski, B Firner, L Jackel, ...
arXiv preprint arXiv:1704.07911, 2017
3202017
Open problem: The landscape of the loss surfaces of multilayer networks
A Choromanska, Y LeCun, GB Arous
Conference on Learning Theory, 1756-1760, 2015
1002015
Logarithmic time online multiclass prediction
A Choromanska, J Langford
arXiv preprint arXiv:1406.1822, 2014
752014
Visualbackprop: visualizing cnns for autonomous driving
M Bojarski, A Choromanska, K Choromanski, B Firner, L Jackel, U Muller, ...
arXiv preprint arXiv:1611.05418 2, 2016
602016
Sensor modality fusion with CNNs for UGV autonomous driving in indoor environments
N Patel, A Choromanska, P Krishnamurthy, F Khorrami
2017 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2017
482017
Fast spectral clustering via the nyström method
A Choromanska, T Jebara, H Kim, M Mohan, C Monteleoni
International Conference on Algorithmic Learning Theory, 367-381, 2013
462013
Online clustering with experts
A Choromanska, C Monteleoni
Artificial Intelligence and Statistics, 227-235, 2012
452012
Visualbackprop: efficient visualization of cnns
M Bojarski, A Choromanska, K Choromanski, B Firner, L Jackel, U Muller, ...
arXiv preprint arXiv:1611.05418, 2016
382016
Automatic reconstruction of neural morphologies with multi-scale tracking
A Choromanska, SF Chang, R Yuste
Frontiers in neural circuits 6, 25, 2012
382012
Binary embeddings with structured hashed projections
A Choromanska, K Choromanski, M Bojarski, T Jebara, S Kumar, ...
International Conference on Machine Learning, 344-353, 2016
372016
Extreme multi class classification
A Choromanska, A Agarwal, J Langford
NIPS Workshop: eXtreme Classification, submitted 1, 2.1, 2013
372013
Visualbackprop: Efficient visualization of cnns for autonomous driving
M Bojarski, A Choromanska, K Choromanski, B Firner, LJ Ackel, U Muller, ...
2018 IEEE International Conference on Robotics and Automation (ICRA), 4701-4708, 2018
342018
Structured adaptive and random spinners for fast machine learning computations
M Bojarski, A Choromanska, K Choromanski, F Fagan, C Gouy-Pailler, ...
Artificial Intelligence and Statistics, 1020-1029, 2017
342017
Beyond backprop: Online alternating minimization with auxiliary variables
A Choromanska, B Cowen, S Kumaravel, R Luss, M Rigotti, I Rish, ...
International Conference on Machine Learning, 1193-1202, 2019
272019
Towards automated melanoma detection with deep learning: Data purification and augmentation
D Bisla, A Choromanska, RS Berman, JA Stein, D Polsky
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
272019
Simultaneous learning of trees and representations for extreme classification and density estimation
Y Jernite, A Choromanska, D Sontag
International Conference on Machine Learning, 1665-1674, 2017
242017
Differentially-and non-differentially-private random decision trees
M Bojarski, A Choromanska, K Choromanski, Y LeCun
arXiv preprint arXiv:1410.6973, 2014
242014
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Articles 1–20