Ashia C. Wilson
Ashia C. Wilson
Assistant Professor at MIT
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
The marginal value of adaptive gradient methods in machine learning
AC Wilson, R Roelofs, M Stern, N Srebro, B Recht
Advances in Neural Information Processing Systems 30, 2017
7932017
A variational perspective on accelerated methods in optimization
A Wibisono, AC Wilson, MI Jordan
Proceedings of the National Academy of Sciences 113 (47), E7351-E7358, 2016
3472016
Streaming variational bayes
T Broderick, N Boyd, A Wibisono, AC Wilson, MI Jordan
arXiv preprint arXiv:1307.6769, 2013
3342013
A Lyapunov Analysis of Accelerated Methods in Optimization
AC Wilson, B Recht, MI Jordan
Journal of Machine Learning Research 22 (113), 1-34, 2021
215*2021
On symplectic optimization
M Betancourt, MI Jordan, AC Wilson
arXiv preprint arXiv:1802.03653, 2018
612018
Breaking locality accelerates block gauss-seidel
S Tu, S Venkataraman, AC Wilson, A Gittens, MI Jordan, B Recht
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
372017
Posteriors, conjugacy, and exponential families for completely random measures
T Broderick, AC Wilson, MI Jordan
Bernoulli 24 (4B), 3181-3221, 2018
342018
The Disparate Equilibria of Algorithmic Decision Making when Individuals Invest Rationally
LT Liu, AC Wilson, N Haghtalab, AT Kalai, C Borgs, J Chayes
FAT* 2020: Proc. 3rd Annual ACM FAT* Conference, 2020, 2019
322019
Accelerating rescaled gradient descent: fast optimization of smooth functions
AC Wilson, L Mackey, A Wibisono
Advances in Neural Information Processing Systems 33, 2019
262019
On accelerated methods in optimization
A Wibisono, AC Wilson
arXiv preprint arXiv:1509.03616, 2015
242015
Lyapunov Arguments in Optimization
AC Wilson
UC Berkeley, 2018
202018
Approximate Cross-validation: Guarantees for Model Assessment and Selection
AC Wilson, M Kasy, L Mackey
Proceedings of the 23rd International Conference on Artificial Intelligence …, 2020
132020
PNAS PLUS
A Wibisono, AC Wilson, MI Jordan
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