Noam Razin
11 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (27) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver
π
Grand Slam
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
β
The Questioner
(2)
Venues
Top co-authors
Research topics
Machine Learning
(11)
Optimization & Theory Β· Machine Learning
(7)
Deep Learning
(6)
Architectures
(5)
Optimization & Theory Β· Deep Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Natural Language Processing
(2)
Application Areas
(2)
Learning Types Β· Deep Learning
(2)
Learning Types Β· Machine Learning
(2)
Reinforcement Learning
(1)
Robotics
(1)
Applications
(1)
Core Methods
(1)
Keywords
implicit regularization
(3)
convolutional neural network
(2)
dynamical system
(2)
policy gradient
(2)
tensor factorization
(2)
gradient descent
(2)
neural network
(2)
in-context learning
(1)
reward function
(1)
knowledge distillation
(1)
neural network optimization
(1)
model safety
(1)
direct preference optimization
(1)
exploration
(1)
language model alignment
(1)
linear quadratic regulator
(1)
deep learning theory
(1)
recurrent neural network
(1)
preference learning
(1)
matrix factorization
(1)
Papers
Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization
ICLR 2025
Implicit Bias of Policy Gradient in Linear Quadratic Control: Extrapolation to Unseen Initial States
ICML 2024
Vanishing Gradients in Reinforcement Finetuning of Language Models
ICLR 2024
What Algorithms can Transformers Learn? A Study in Length Generalization
ICLR 2024
On the Ability of Graph Neural Networks to Model Interactions Between Vertices
NeurIPS 2023
What Makes Data Suitable for a Locally Connected Neural Network? A Necessary and Sufficient Condition Based on Quantum Entanglement.
NeurIPS 2023
Implicit Regularization in Hierarchical Tensor Factorization and Deep Convolutional Neural Networks
ICML 2022
Implicit Regularization in Tensor Factorization
ICML 2021
Implicit Regularization in Deep Learning May Not Be Explainable by Norms
NeurIPS 2020
RecoBERT: A Catalog Language Model for Text-Based Recommendations
EMNLP 2020
Scalable Attentive Sentence Pair Modeling via Distilled Sentence Embedding
AAAI 2020