Jacob Abernethy

1. On Convergence and Stability of GANs
   2017/05/19 by Naveen Kodali, Jacob Abernethy, Kodali, Naveen +5 · 29 citations
   Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
2. Last-iterate convergence rates for min-max optimization
   2019/06/05 by Jacob Abernethy, Kevin A. Lai, Abernethy, Jacob +3 · 14 citations
   Mathematics · Computer Science · Decision Sciences · #Advanced Optimization Algorithms Research #Stochastic Gradient Optimization Techniques #Advanced Bandit Algorithms Research
3. A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization
   2008/02/11 by Jacob Abernethy, Abernethy, Jacob, Francis Bach +5 · 2 citations
   Engineering · #Advanced Adaptive Filtering Techniques #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques
4. Can Transformers Reason Logically? A Study in SAT Solving
   2024/10/09 by Leyan Pan, Vijay Ganesh, Pan, Leyan +7 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computability, Logic, AI Algorithms #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Logic, Reasoning, and Knowledge #Machine Learning (cs.LG) #Semantic Web and Ontologies
5. Minimizing Dynamic Regret on Geodesic Metric Spaces
   2023/02/17 by Zihao Hu, Hu, Zihao, Guanghui Wang +3 · 2 citations
   Decision Sciences · Social Sciences · Psychology · #Advanced Bandit Algorithms Research #Misinformation and Its Impacts #Personality Traits and Psychology
6. Riemannian Projection-free Online Learning
   2023/05/30 by Zihao Hu, Hu, Zihao, Guanghui Wang +3 · 2 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
7. Active Sampling for Min-Max Fairness
   2020/06/11 by Jacob Abernethy, Abernethy, Jacob, Pranjal Awasthi +9 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Stochastic Gradient Optimization Techniques
8. Extragradient Type Methods for Riemannian Variational Inequality Problems
   2023/09/25 by Zihao Hu, Hu, Zihao, Guanghui Wang +9 · 1 citation
   Computer Science · Medicine · #FOS: Computer and information sciences #FOS: Mathematics #Foot and Ankle Surgery #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Optimization and Variational Analysis #Peripheral Nerve Disorders
9. Information Aggregation in Exponential Family Markets
   2014/02/22 by Jacob Abernethy, Abernethy, Jacob, Sindhu Kutty +5 · 1 citation
   Economics, Econometrics and Finance · Decision Sciences · Business, Management and Accounting · #Sports Analytics and Performance #Auction Theory and Applications #Consumer Market Behavior and Pricing