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Krzysztof Choromanski
Krzysztof Choromanski
Google Brain Robotics New York & Columbia University
Подтвержден адрес электронной почты в домене columbia.edu - Главная страница
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Rethinking attention with performers
K Choromanski, V Likhosherstov, D Dohan, X Song, A Gane, T Sarlos, ...
arXiv preprint arXiv:2009.14794, 2020
4722020
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
4052017
Orthogonal random features
FXX Yu, AT Suresh, KM Choromanski, DN Holtmann-Rice, S Kumar
Advances in neural information processing systems 29, 2016
1702016
End to end learning for self-driving cars. arXiv 2016
M Bojarski, D Del Testa, D Dworakowski, B Firner, B Flepp, P Goyal, ...
arXiv preprint arXiv:1604.07316 103, 2016
1672016
Scale-free graph with preferential attachment and evolving internal vertex structure
K Choromański, M Matuszak, J Miȩkisz
Journal of Statistical Physics 151 (6), 1175-1183, 2013
1092013
Structured evolution with compact architectures for scalable policy optimization
K Choromanski, M Rowland, V Sindhwani, R Turner, A Weller
International Conference on Machine Learning, 970-978, 2018
942018
Quantization based fast inner product search
R Guo, S Kumar, K Choromanski, D Simcha
Artificial intelligence and statistics, 482-490, 2016
902016
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
742016
Es-maml: Simple hessian-free meta learning
X Song, W Gao, Y Yang, K Choromanski, A Pacchiano, Y Tang
arXiv preprint arXiv:1910.01215, 2019
632019
Effective diversity in population based reinforcement learning
J Parker-Holder, A Pacchiano, KM Choromanski, SJ Roberts
Advances in Neural Information Processing Systems 33, 18050-18062, 2020
602020
The unreasonable effectiveness of structured random orthogonal embeddings
KM Choromanski, M Rowland, A Weller
Advances in neural information processing systems 30, 2017
602017
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
582018
A theoretical and empirical comparison of gradient approximations in derivative-free optimization
AS Berahas, L Cao, K Choromanski, K Scheinberg
Foundations of Computational Mathematics 22 (2), 507-560, 2022
562022
Tournaments and colouring
E Berger, K Choromanski, M Chudnovsky, J Fox, M Loebl, A Scott, ...
Journal of Combinatorial Theory, Series B 103 (1), 1-20, 2013
542013
On learning from label proportions
FX Yu, K Choromanski, S Kumar, T Jebara, SF Chang
arXiv preprint arXiv:1402.5902, 2014
452014
Recycling randomness with structure for sublinear time kernel expansions
K Choromanski, V Sindhwani
International Conference on Machine Learning, 2502-2510, 2016
402016
Masked language modeling for proteins via linearly scalable long-context transformers
K Choromanski, V Likhosherstov, D Dohan, X Song, A Gane, T Sarlos, ...
arXiv preprint arXiv:2006.03555, 2020
392020
Visualbackprop: efficient visualization of cnns
M Bojarski, A Choromanska, K Choromanski, B Firner, L Jackel, U Muller, ...
arXiv preprint arXiv:1611.05418, 2016
392016
Binary embeddings with structured hashed projections
A Choromanska, K Choromanski, M Bojarski, T Jebara, S Kumar, ...
International Conference on Machine Learning, 344-353, 2016
382016
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
372017
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