Следене
Neha S. Wadia
Neha S. Wadia
Postdoctoral Fellow, Center for Computational Mathematics, Flatiron Institute
Потвърден имейл адрес: flatironinstitute.org - Начална страница
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Позовавания
Позовавания
Година
Hyperfine structure of the state and predictions of optical cycling behavior in the transition of TlF
EB Norrgard, ER Edwards, DJ McCarron, MH Steinecker, D DeMille, ...
Physical Review A 95 (6), 062506, 2017
602017
Whitening and second order optimization both make information in the dataset unusable during training, and can reduce or prevent generalization
N Wadia, D Duckworth, SS Schoenholz, E Dyer, J Sohl-Dickstein
International Conference on Machine Learning, 10617-10629, 2021
20*2021
Solution to the Fokker-Planck equation for slowly driven Brownian motion: Emergent geometry and a formula for the corresponding thermodynamic metric
NS Wadia, RV Zarcone, MR DeWeese
Physical Review E 105 (3), 034130, 2022
122022
Numerically recovering the critical points of a deep linear autoencoder
CG Frye, NS Wadia, MR DeWeese, KE Bouchard
arXiv preprint arXiv:1901.10603, 2019
92019
Critical point-finding methods reveal gradient-flat regions of deep network losses
CG Frye, J Simon, NS Wadia, A Ligeralde, MR DeWeese, KE Bouchard
Neural computation 33 (6), 1469-1497, 2021
82021
Optimization with Adaptive Step Size Selection from a Dynamical Systems Perspective
NS Wadia, MI Jordan, M Muehlebach
Advances in Neural Information Processing Systems, OPT2021 Workshop, 2021
22021
A Gentle Introduction to Gradient-Based Optimization and Variational Inequalities for Machine Learning
NS Wadia, Y Dandi, MI Jordan
arXiv preprint arXiv:2309.04877, 2023
2023
Optimization: Stochastic thermodynamics, machine learning, and numerical algorithms
NS Wadia
University of California, Berkeley, 2022
2022
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Статии 1–8