Concepedia

Ashia Wilson

AW

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Publications

12

Citations

1.2K

H-Index

11

Active since

2013

Affiliations

University of California, Berkeley(Current)

Ashia Wilson is an author at University of California, Berkeley specializing in computer science, engineering, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceDeep LearningApproximation TheoryMathematical ProgrammingNumerical AnalysisSupervised LearningStatistical Inference

Publications per year

2013–2024

12

Publications

12

The Marginal Value of Adaptive Gradient Methods in Machine Learning

Ashia Wilson, Rebecca Roelofs, Mitchell Stern et al. · arXiv (Cornell University) · 2017 · 552 citations · Full text

Artificial Intelligence, Marginal Value, Engineering +18

The Marginal Value of Adaptive Gradient Methods in Machine Learning

Ashia Wilson, Rebecca Roelofs, Mitchell Stern et al. · Neural Information Processing Systems · 2017 · 246 citations

Artificial Intelligence, Marginal Value, Engineering +18

A Lyapunov Analysis of Momentum Methods in Optimization

Ashia Wilson, Benjamin Recht, Michael I. Jordan · arXiv (Cornell University) · 2016 · 139 citations · Full text

Numerical Analysis, Mathematical Programming, Conditional Gradient Algorithm +13

Streaming Variational Bayes

Tamara Broderick, Nicholas Boyd, Andre Wibisono et al. · arXiv (Cornell University) · 2013 · 120 citations · Full text

Structured Prediction, Engineering, Machine Learning +18

A Lyapunov Analysis of Accelerated Methods in Optimization

Ashia Wilson, Ben Recht, Michael I. Jordan · Journal of Machine Learning Research · 2021 · 43 citations

Numerical Analysis, Continuous Optimization, Unconstrained Optimization +2

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