Wilson, Ashia C.
- The Marginal Value of Adaptive Gradient Methods in Machine Learning
2017/05/23 by Wilson, Ashia C., Roelofs, Rebecca, Stern, Mitchell +2 · 12 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Streaming Variational Bayes
2013/07/25 by Tamara Broderick, Broderick, Tamara, Nicholas Boyd +7 · 9 citations
Computer Science · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
- Algorithms that Approximate Data Removal: New Results and Limitations
2022/09/25 by Vinith M. Suriyakumar, Suriyakumar, Vinith M., Ashia Wilson +1 · 6 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning and Data Classification #Data Stream Mining Techniques
- On Symplectic Optimization
2018/02/10 by Betancourt, Michael, Jordan, Michael I., Wilson, Ashia C. · 3 citations
#Computation (stat.CO) #FOS: Computer and information sciences
- Unstable Unlearning: The Hidden Risk of Concept Resurgence in Diffusion Models
2024/10/10 by Vinith M. Suriyakumar, Rohan Alur, Suriyakumar, Vinith M. +7 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- Posteriors, conjugacy, and exponential families for completely random\n measures
2014/10/24 by Tamara Broderick, Ashia Wilson, Broderick, Tamara +3 · 1 citation
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
- A Lyapunov Analysis of Momentum Methods in Optimization
2016/11/08 by Wilson, Ashia C., Recht, Benjamin, Jordan, Michael I. · 1 citation
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
- Breaking Locality Accelerates Block Gauss-Seidel
2017/01/14 by Tu, Stephen, Venkataraman, Shivaram, Wilson, Ashia C. +3 · 1 citation
#FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
- A Consequentialist Critique of Binary Classification Evaluation: Theory, Practice, and Tools
2025/04/06 by Gerardo Flores, Flores, Gerardo, Abigail Schiff +9 · 2 voices
Computer Science · Mathematics · Medicine · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Sepsis Diagnosis and Treatment #cs.AI #cs.LG #stat.ME #stat.ML
- Adaptive Backtracking Line Search
2024/08/23 by Cavalcanti, Joao V., Lessard, Laurent, Wilson, Ashia C. · 2 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- The Approximate Fisher Influence Function: Faster Estimation of Data Influence in Statistical Models
2024/07/11 by Omri Lev, Ashia Wilson, Lev, Omri +1 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Neural Networks and Applications