Schliserman, Matan
- Stability vs Implicit Bias of Gradient Methods on Separable Data and Beyond
2022/02/27 by Matan Schliserman, Tomer Koren, Schliserman, Matan +1 · 4 citations
Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Stochastic Gradient Optimization Techniques
- Tight Risk Bounds for Gradient Descent on Separable Data
2023/03/02 by Matan Schliserman, Schliserman, Matan, Tomer Koren +1 · 2 citations
Computer Science · #Complexity and Algorithms in Graphs #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Stochastic Gradient Optimization Techniques
- The Dimension Strikes Back with Gradients: Generalization of Gradient Methods in Stochastic Convex Optimization
2024/01/22 by Matan Schliserman, Schliserman, Matan, Uri Sherman +3 · 1 voice · 1 citation
Computer Science · Mathematics · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Stochastic Gradient Optimization Techniques #cs.LG #stat.ML