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Razin, Noam

  1. What Algorithms can Transformers Learn? A Study in Length Generalization
    2023/10/24 by Hattie Zhou, Zhou, Hattie, Arwen Bradley +13 · 2 voices · 23 citations
    Computer Science · #cs.LG #cs.AI #cs.CL #stat.ML
  2. Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization
    2024/10/11 by Noam Razin, Sadhika Malladi, Razin, Noam +10 · 4 voices · 10 citations
    Economics, Econometrics and Finance · #Economic and Environmental Valuation
  3. What Makes a Reward Model a Good Teacher? An Optimization Perspective
    2025/03/19 by Noam Razin, Zixuan Wang, Razin, Noam +8 · 21 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Education and Islamic Studies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  4. Vanishing Gradients in Reinforcement Finetuning of Language Models
    2023/10/31 by Noam Razin, Razin, Noam, Hattie Zhou +13 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Reinforcement Learning in Robotics #Topic Modeling
  5. Implicit Regularization in Tensor Factorization
    2021/02/19 by Noam Razin, Asaf Maman, Razin, Noam +3 · 4 citations
    Engineering · Mathematics · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Quantum many-body systems #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
  6. Implicit Regularization in Hierarchical Tensor Factorization and Deep Convolutional Neural Networks
    2022/01/27 by Noam Razin, Razin, Noam, Asaf Maman +3 · 3 citations
    Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Tensor decomposition and applications
  7. Implicit Regularization in Deep Learning May Not Be Explainable by Norms
    2020/05/13 by Razin, Noam, Cohen, Nadav · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  8. What Makes Data Suitable for a Locally Connected Neural Network? A Necessary and Sufficient Condition Based on Quantum Entanglement
    2023/03/20 by Yotam Alexander, Nimrod De La Vega, Alexander, Yotam +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural Networks and Reservoir Computing #Quantum Physics (quant-ph)
  9. On the Ability of Graph Neural Networks to Model Interactions Between Vertices
    2022/11/29 by Razin, Noam, Verbin, Tom, Cohen, Nadav · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  10. Retaining by Doing: The Role of On-Policy Data in Mitigating Forgetting
    2025/10/21 by Howard Chen, Noam Razin, Chen, Howard +5 · 5 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling
  11. Lecture Notes on Linear Neural Networks: A Tale of Optimization and Generalization in Deep Learning
    2024/08/25 by Nadav Cohen, Noam Razin, Cohen, Nadav +1 · 1 voice · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
  12. Implicit Bias of Policy Gradient in Linear Quadratic Control: Extrapolation to Unseen Initial States
    2024/02/12 by Noam Razin, Razin, Noam, Yotam Alexander +9 · 1 citation
    Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Economic Policies and Impacts #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Systems and Control (eess.SY) #electronic engineering #information engineering