Jalal Fadili
7 papers · 2012–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (17) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4)
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Academic Marathon
(13)
🐝
Cross-Pollinator
(15)
🧬
Topic Evolution
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Trend Setter
Conferences
NIPS (4)
AISTATS (1)
COLT (1)
JMLR (1)
Top co-authors
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)
ℓ1 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