El Houcine Bergou
8 papers · 2020–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (6) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (25)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (5)
ICLR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
stochastic optimization
(2)
derivative-free optimization
(2)
continuous control
(2)
neural network optimization
(2)
non-convex optimization
(1)
policy gradient
(1)
convergence analysis
(1)
gradient aggregation
(1)
sample complexity
(1)
distributed learning
(1)
importance sampling
(1)
variance reduction
(1)
distributed training
(1)
convergence rate
(1)
weight initialization
(1)
gradient compression
(1)
adversarial perturbation
(1)
byzantine robustness
(1)
communication compression
(1)
zeroth-order optimization
(1)
Papers
Just Few States Are Enough: Randomized Sparse Feedback for Stability of Dynamical Systems
AAAI 2026
Stabilizing Policy Gradient Methods via Reward Profiling
AAAI 2026
If You Want to Be Robust, Be Wary of Initialization
NIPS 2024
Minibatch Stochastic Three Points Method for Unconstrained Smooth Minimization
AAAI 2024
Tolerating Outliers: Gradient-Based Penalties for Byzantine Robustness and Inclusion
IJCAI 2024
A Stochastic Derivative-Free Optimization Method with Importance Sampling: Theory and Learning to Control
AAAI 2020
On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning
AAAI 2020
A Stochastic Derivative Free Optimization Method with Momentum
ICLR 2020