Tomer Galanti

1. Reverse Engineering Self-Supervised Learning
   2023/05/24 by Ido Ben-Shaul, Ravid Shwartz-Ziv, Ben-Shaul, Ido +7 · 1 voice · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #Anomaly Detection Techniques and Applications
2. On the Role of Neural Collapse in Transfer Learning
   2021/12/30 by Tomer Galanti, Galanti, Tomer, András György +3 · 9 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Neural Networks and Applications
3. SGD and Weight Decay Secretly Minimize the Rank of Your Neural Network
   2022/06/12 by Tomer Galanti, Galanti, Tomer, Zachary S. Siegel +5 · 4 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
4. On the Implicit Bias Towards Minimal Depth of Deep Neural Networks
   2022/02/18 by Tomer Galanti, Galanti, Tomer, Liane Galanti +2 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
5. DisCO: Reinforcing Large Reasoning Models with Discriminative Constrained Optimization
   2025/05/18 by Gang Li, Li, Gang, Ming Lin +7 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics
6. Formation of Representations in Neural Networks
   2024/10/03 by Liu Ziyin, Isaac L. Chuang, Ziyin, Liu +5 · 1 citation
   Computer Science · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Applications
7. The Fair Language Model Paradox
   2024/10/15 by Pinto, Andrea, Tomer Galanti, Randall Balestriero +2 · 1 citation
   Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Discrimination and Equality Law #European and International Law Studies #FOS: Computer and information sciences #Legal Language and Interpretation #Machine Learning (cs.LG)