Jalal Fadili
7 papers · 2012–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(7)
Optimization & Theory
(7)
Mathematics & Optimization
(5)
Optimization
(5)
Artificial Intelligence
(2)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types
(1)
Probability
(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)
nonsmooth optimization
(1)
forward-backward splitting
(1)
exponential families
(1)
mirror descent
(1)
convex minimization
(1)
riemannian metric
(1)
riemannian manifold
(1)
ℓ1 regularization
(1)
forward-backward algorithm
(1)
non-convex optimization
(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
NeurIPS 2016
Sparse Support Recovery with Non-smooth Loss Functions
NeurIPS 2016
Local Linear Convergence of Forward--Backward under Partial Smoothness
NeurIPS 2014
A quasi-Newton proximal splitting method
NeurIPS 2012