← Authors

Jalal Fadili

7 papers · 2012–2025 · 4 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (17) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) πŸƒ Academic Marathon (13) 🐝 Cross-Pollinator (15) 🧬 Topic Evolution πŸ“ˆ Trend Setter

Conferences

NIPS (4) AISTATS (1) COLT (1) JMLR (1)

Top co-authors

Gabriel PeyrΓ© (5) Jingwei Liang (2) Stephen Becker (1) Laurent Jacques (1) Marcelo Pereyra (1) Peter Ochs (1) Michael Sucker (1) KΓ©vin Degraux (1) JΓ©rΓ΄me Malick (1) Guillaume Garrigos (1)

Keywords

proximal splitting (2) convex optimization (2) sparse regression (2) compressed sensing (1) signal processing (1) l1 regularization (1) sparse optimization (1) support recovery (1) forward backward algorithm (1) forward-backward splitting (1) exponential families (1) mirror descent (1) convex minimization (1) β„“1 regularization (1) forward-backward algorithm (1) riemannian manifold (1) non-convex optimization (1) linear convergence (1) sparse recovery (1) wasserstein distance (1)

Papers

Learning-to-Optimize with PAC-Bayesian Guarantees: Theoretical Considerations and Practical Implementation JMLR 2025
Wasserstein Control of Mirror Langevin Monte Carlo COLT 2020
Model Consistency for Learning with Mirror-Stratifiable Regularizers AISTATS 2019
A Multi-step Inertial Forward-Backward Splitting Method for Non-convex Optimization NIPS 2016
Sparse Support Recovery with Non-smooth Loss Functions NIPS 2016
Local Linear Convergence of Forward--Backward under Partial Smoothness NIPS 2014
A quasi-Newton proximal splitting method NIPS 2012