Hussein Hazimeh
10 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (25) π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Conference Polyglot
(5)
π
Academic Marathon
(5)
π
Cross-Pollinator
(14)
π
Keyword Champion
(2)
π
Century Club
(10)
Conferences
ICML (3)
AISTATS (2)
JMLR (2)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
model compression
(2)
l0 regularization
(2)
coordinate descent
(2)
feature selection
(2)
variable selection
(2)
multi-task learning
(1)
adversarial learning
(1)
neural network pruning
(1)
ensemble learning
(1)
domain adaptation
(1)
convex optimization
(1)
sparse learning
(1)
benchmark evaluation
(1)
model robustness
(1)
model architecture
(1)
content moderation
(1)
data augmentation
(1)
conditional computation
(1)
sparse classifier
(1)
adversarial robustness
(1)
Papers
Scaling Laws for Downstream Task Performance in Machine Translation
ICLR 2025
OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization
ICML 2024
Fast as CHITA: Neural Network Pruning with Combinatorial Optimization
ICML 2023
Benchmarking Robustness to Adversarial Image Obfuscations
NIPS 2023
L0Learn: A Scalable Package for Sparse Learning using L0 Regularization
JMLR 2023
Mind the (optimality) Gap: A Gap-Aware Learning Rate Scheduler for Adversarial Nets
AISTATS 2023
DSelect-k: Differentiable Selection in the Mixture of Experts with Applications to Multi-Task Learning
NIPS 2021
Learning Sparse Classifiers: Continuous and Mixed Integer Optimization Perspectives
JMLR 2021
Learning Hierarchical Interactions at Scale: A Convex Optimization Approach
AISTATS 2020
The Tree Ensemble Layer: Differentiability meets Conditional Computation
ICML 2020