Mor Shpigel Nacson

1. Convergence of Gradient Descent on Separable Data
   2018/03/05 by Mor Shpigel Nacson, Jason D. Lee, Nacson, Mor Shpigel +9 · 11 citations
   Computer Science · Engineering · Mathematics · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Markov Chains and Monte Carlo Methods
2. DocVLM: Make Your VLM an Efficient Reader
   2024/12/11 by Mor Shpigel Nacson, Aviad Aberdam, Nacson, Mor Shpigel +13 · 1 voice · 7 citations
   Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CV #cs.LG
3. Stochastic Gradient Descent on Separable Data: Exact Convergence with a\n Fixed Learning Rate
   2018/06/05 by Mor Shpigel Nacson, Nacson, Mor Shpigel, Nathan Srebro +3 · 9 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
4. The Implicit Bias of Minima Stability in Multivariate Shallow ReLU Networks
   2023/06/30 by Mor Shpigel Nacson, Rotem Mulayoff, Nacson, Mor Shpigel +7 · 4 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
5. Gradient Descent Monotonically Decreases the Sharpness of Gradient Flow Solutions in Scalar Networks and Beyond
   2023/05/22 by Itai Kreisler, Kreisler, Itai, Mor Shpigel Nacson +5 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
6. At Stability's Edge: How to Adjust Hyperparameters to Preserve Minima Selection in Asynchronous Training of Neural Networks?
   2019/09/26 by Niv Giladi, Giladi, Niv, Mor Shpigel Nacson +5 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Stochastic Gradient Optimization Techniques