Samy Jelassi
17 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (33) π Academic Marathon Β· Sprint π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
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Renaissance Researcher
(5)
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Keyword Collector
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Research topics
Machine Learning
(16)
Optimization & Theory Β· Machine Learning
(10)
Artificial Intelligence
(8)
Core AI
(8)
Deep Learning
(7)
Architectures
(6)
Core Methods
(5)
Learning Types Β· Machine Learning
(5)
Mathematics & Optimization
(4)
Optimization
(4)
Natural Language Processing
(3)
Learning Types Β· Deep Learning
(3)
Optimization & Theory Β· Deep Learning
(3)
Application Areas
(2)
Resources & Methods
(2)
Keywords
neural network
(3)
nash equilibrium
(2)
mechanism design
(2)
length generalization
(2)
transformer
(2)
stochastic gradient descent
(2)
convolutional neural network
(2)
variance reduction
(2)
gradient descent
(2)
auction design
(2)
game theory
(2)
embedding space
(1)
feature learning
(1)
gradient-based optimization
(1)
matrix factorization
(1)
vision transformer
(1)
stochastic gradient
(1)
transfer learning
(1)
permutation equivariance
(1)
semidefinite programming
(1)
Papers
LoRA Soups: Merging LoRAs for Practical Skill Composition Tasks
COLING 2025
Mixture of Parrots: Experts improve memorization more than reasoning
ICLR 2025
The Role of Sparsity for Length Generalization in LLMs
ICML 2025
Universal Length Generalization with Turing Programs
ICML 2025
Q-Probe: A Lightweight Approach to Reward Maximization for Language Models
ICML 2024
Repeat After Me: Transformers are Better than State Space Models at Copying
ICML 2024
A Momentumized, Adaptive, Dual Averaged Gradient Method
JMLR 2022
Depth separation beyond radial functions
JMLR 2022
Towards understanding how momentum improves generalization in deep learning
ICML 2022
Vision Transformers provably learn spatial structure
NeurIPS 2022
A Permutation-Equivariant Neural Network Architecture For Auction Design
AAAI 2021
Auction Learning as a Two-Player Game
ICLR 2021
A mean-field analysis of two-player zero-sum games
NeurIPS 2020
Extra-gradient with player sampling for faster convergence in n-player games
ICML 2020
Neuron birth-death dynamics accelerates gradient descent and converges asymptotically
ICML 2019
Towards closing the gap between the theory and practice of SVRG
NeurIPS 2019
Smoothed analysis of the low-rank approach for smooth semidefinite programs
NeurIPS 2018