Scholar
El Houcine Bergou
Google Scholar ID: qzxprWoAAAAJ
UM6P
Numerical Optimization
Machine Learning
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Citations & Impact
All-time
Citations
890
H-index
14
i10-index
21
Publications
20
Co-authors
0
Publications
9 items
Trust the Direction, Search the Step: Zero-and-First-Order Methods for LLM Fine-Tuning
2026
Cited
0
TACO: Ternary Absolute-max Column-wise One-sparse Optimizer for LLM Fine-Tuning
2026
Cited
0
Protein Representation Learning with Secondary-Structure and Energy-Filtered Hydrogen-Bond Graphs
2026
Cited
0
Beyond LoRA: Is Sparsity-Induced Adaptation Better?
2026
Cited
0
Stabilizing Policy Gradient Methods via Reward Profiling
2025
Cited
0
FairEnergy: Contribution-Based Fairness meets Energy Efficiency in Federated Learning
2025
Cited
0
If You Want to Be Robust, Be Wary of Initialization
2025
Cited
0
Where Have All the Kaczmarz Iterates Gone?
2025
Cited
0
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