Ashia C. Wilson
Massachusetts Institute of Technology
Assistant Professor
Department of Electrical Engineering and Computer Science
Research Area
#Computer science#Applied mathematics#Gradient descent#Mathematics#Mathematical optimization#Rate of convergence#Artificial intelligence#Algorithm#Exponential family#Generalization
SCIE paper information
Papers relevant to ‘Applied mathematics’: 2
Research performance of SCIE papers matching with ‘Applied mathematics’
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
A variational perspective on accelerated methods in optimization
2016/11 PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA 9.661 Impact Factor 296 citations
Posteriors, conjugacy, and exponential families for completely random measures
2018/11 BERNOULLI 1.393 Impact Factor 15 citations
Papers for author ‘Ashia C. Wilson’: 2
Number of published SCIE papers by year
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
A variational perspective on accelerated methods in optimization
2016/11 PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA 9.661 Impact Factor 296 citations
Posteriors, conjugacy, and exponential families for completely random measures
2018/11 BERNOULLI 1.393 Impact Factor 15 citations
conference information
Papers relevant to ‘Applied mathematics’: 1
Research performance of Top-tier Conference matching with ‘Applied mathematics’
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
Accelerating Rescaled Gradient Descent: Fast Optimization of Smooth Functions
2019/01 NEURIPS Top-tier Conference 8 citations
Papers for author ‘Ashia C. Wilson’: 3
Number of published Top-tier Conference by year
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
The Marginal Value of Adaptive Gradient Methods in Machine Learning
2017/05 NEURIPS Top-tier Conference 341 citations
Breaking Locality Accelerates Block Gauss-Seidel
2017/07 ICML Top-tier Conference 13 citations
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