Ashia C. Wilson

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 13

Top Topics

Smooth Functions

Top Venues

Publications

Vishwak Srinivasan, Andre Wibisono, Ashia C. Wilson
Fast sampling from constrained spaces using the Metropolis-adjusted Mirror Langevin algorithm. COLT (2024)
Vishwak Srinivasan, Andre Wibisono, Ashia C. Wilson
Fast sampling from constrained spaces using the Metropolis-adjusted Mirror Langevin Algorithm. CoRR (2023)
Vinith M. Suriyakumar, Ashia C. Wilson
Algorithms that Approximate Data Removal: New Results and Limitations. CoRR (2022)
Vinith M. Suriyakumar, Ashia C. Wilson
Algorithms that Approximate Data Removal: New Results and Limitations. NeurIPS (2022)
Ashia C. Wilson, Ben Recht, Michael I. Jordan
A Lyapunov Analysis of Accelerated Methods in Optimization. J. Mach. Learn. Res. 22 (2021)
Ashia C. Wilson, Maximilian Kasy, Lester Mackey
Approximate Cross-validation: Guarantees for Model Assessment and Selection. AISTATS (2020)
Ashia C. Wilson, Maximilian Kasy, Lester Mackey
Approximate Cross-validation: Guarantees for Model Assessment and Selection. CoRR (2020)
Ashia C. Wilson, Lester Mackey, Andre Wibisono
Accelerating Rescaled Gradient Descent: Fast Optimization of Smooth Functions. NeurIPS (2019)
Ashia C. Wilson, Rebecca Roelofs, Mitchell Stern, Nathan Srebro, Benjamin Recht
The Marginal Value of Adaptive Gradient Methods in Machine Learning. CoRR (2017)
Stephen Tu, Shivaram Venkataraman, Ashia C. Wilson, Alex Gittens, Michael I. Jordan, Benjamin Recht
Breaking Locality Accelerates Block Gauss-Seidel. ICML (2017)
Ashia C. Wilson, Rebecca Roelofs, Mitchell Stern, Nati Srebro, Benjamin Recht
The Marginal Value of Adaptive Gradient Methods in Machine Learning. NIPS (2017)
Andre Wibisono, Ashia C. Wilson, Michael I. Jordan
A Variational Perspective on Accelerated Methods in Optimization. CoRR (2016)
Ashia C. Wilson, Benjamin Recht, Michael I. Jordan
A Lyapunov Analysis of Momentum Methods in Optimization. CoRR (2016)
Tamara Broderick, Nicholas Boyd, Andre Wibisono, Ashia C. Wilson, Michael I. Jordan
Streaming Variational Bayes. CoRR (2013)
Tamara Broderick, Nicholas Boyd, Andre Wibisono, Ashia C. Wilson, Michael I. Jordan
Streaming Variational Bayes. NIPS (2013)