Yasaman Bahri
Yasaman Bahri
Research Scientist, Google Brain
Email verificata su google.com - Home page
Titolo
Citata da
Citata da
Anno
Deep neural networks as gaussian processes
J Lee, Y Bahri, R Novak, SS Schoenholz, J Pennington, J Sohl-Dickstein
arXiv preprint arXiv:1711.00165, 2017
3102017
Localization and topology protected quantum coherence at the edge of hot matter
Y Bahri, R Vosk, E Altman, A Vishwanath
Nature communications 6, 7341, 2015
1922015
Wide neural networks of any depth evolve as linear models under gradient descent
J Lee, L Xiao, S Schoenholz, Y Bahri, R Novak, J Sohl-Dickstein, ...
Advances in neural information processing systems, 8572-8583, 2019
1882019
Sensitivity and generalization in neural networks: an empirical study
R Novak, Y Bahri, DA Abolafia, J Pennington, J Sohl-Dickstein
arXiv preprint arXiv:1802.08760, 2018
1702018
Dynamical Isometry and a Mean Field Theory of CNNs: How to Train 10,000-Layer Vanilla Convolutional Neural Networks
L Xiao, Y Bahri, J Sohl-Dickstein, SS Schoenholz, J Pennington
https://arxiv.org/abs/1806.05393, 2018
1242018
Geometry of neural network loss surfaces via random matrix theory
J Pennington, Y Bahri
International Conference on Machine Learning, 2798-2806, 2017
812017
Bayesian Convolutional Neural Networks with Many Channels are Gaussian Processes
R Novak, L Xiao, J Lee, Y Bahri, D Abolafia, J Pennington, ...
https://arxiv.org/abs/1810.05148, 2018
77*2018
Phonon analog of topological nodal semimetals
HC Po, Y Bahri, A Vishwanath
Physical Review B 93 (20), 205158, 2016
362016
Spatial resolution of a type II heterojunction in a single bipolar molecule
C Tao, J Sun, X Zhang, R Yamachika, D Wegner, Y Bahri, G Samsonidze, ...
Nano letters 9 (12), 3963-3967, 2009
312009
Statistical mechanics of deep learning
Y Bahri, J Kadmon, J Pennington, SS Schoenholz, J Sohl-Dickstein, ...
Annual Review of Condensed Matter Physics, 2020
192020
Detecting Majorana fermions in quasi-one-dimensional topological phases using nonlocal order parameters
Y Bahri, A Vishwanath
Physical review b 89 (15), 155135, 2014
182014
Stable non-Fermi-liquid phase of itinerant spin-orbit coupled ferromagnets
Y Bahri, AC Potter
Physical Review B 92 (3), 035131, 2015
142015
The large learning rate phase of deep learning: the catapult mechanism
A Lewkowycz, Y Bahri, E Dyer, J Sohl-Dickstein, G Gur-Ari
arXiv preprint arXiv:2003.02218, 2020
102020
Bayesian Deep Convolutional Neural Networks with Many Channels are Gaussian Processes
R Novak, L Xiao, J Lee, Y Bahri, G Yang, D Abolafia, J Pennington, ...
22019
Infinite attention: NNGP and NTK for deep attention networks
J Hron, Y Bahri, J Sohl-Dickstein, R Novak
arXiv preprint arXiv:2006.10540, 2020
12020
Exact posterior distributions of wide Bayesian neural networks
J Hron, Y Bahri, R Novak, J Pennington, J Sohl-Dickstein
arXiv preprint arXiv:2006.10541, 2020
2020
Quantum Phenomena in Interacting Many-Body Systems: Topological Protection, Localization, and Non-Fermi Liquids
Y Bahri
UC Berkeley, 2017
2017
Phonon analogue of topological nodal semimetals
HC Po, Y Bahri, A Vishwanath
APS 2015, G10. 014, 2015
2015
Localization and topology protected quantum coherence at the edge ofhot'matter
Y Bahri, R Vosk, E Altman, A Vishwanath
APS 2014, W43. 009, 2014
2014
Spectroscopy of individual bipolar molecular heterojunctions using scanning tunneling microscopy
R Yamachika, D Wegner, Y Bahri, G Samsonidze, ML Cohen, SG Louie, ...
Abstracts of the 18th International of Vacuum Congress, 2010
2010
Il sistema al momento non pu eseguire l'operazione. Riprova pi tardi.
Articoli 1–20