Hussein Hazimeh
- Gemma 3 Technical Report
2025/03/25 by Aishwarya Kamath, Gemma Team, Kamath, Aishwarya +418 · 3 voices · 468 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
- DSelect-k: Differentiable Selection in the Mixture of Experts with Applications to Multi-Task Learning
2021/06/07 by Hussein Hazimeh, Zhe Zhao, Hazimeh, Hussein +13 · 7 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Recommender Systems and Techniques #Multimodal Machine Learning Applications
- Fast Best Subset Selection: Coordinate Descent and Local Combinatorial\n Optimization Algorithms
2018/03/04 by Hussein Hazimeh, Hazimeh, Hussein, Rahul Mazumder +1 · 3 citations
Computer Science · Engineering · Mathematics · #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
- The Tree Ensemble Layer: Differentiability meets Conditional Computation
2020/02/18 by Hussein Hazimeh, Hazimeh, Hussein, Natalia Ponomareva +7 · 4 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications
- Fast as CHITA: Neural Network Pruning with Combinatorial Optimization
2023/02/28 by Riade Benbaki, Wenyu Chen, Benbaki, Riade +11 · 4 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Optimization and Control (math.OC)
- Learning Sparse Classifiers: Continuous and Mixed Integer Optimization Perspectives
2020/01/17 by Antoine Dedieu, Hussein Hazimeh, Dedieu, Antoine +3 · 1 citation
Computer Science · Engineering · Mathematics · #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
- OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization
2024/03/02 by Meng Xiang, Shibal Ibrahim, Meng, Xiang +9 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Mind the (optimality) Gap: A Gap-Aware Learning Rate Scheduler for Adversarial Nets
2023/01/31 by Hussein Hazimeh, Natalia Ponomareva, Hazimeh, Hussein +1 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Grouped Variable Selection with Discrete Optimization: Computational and Statistical Perspectives
2021/04/14 by Hussein Hazimeh, Rahul Mazumder, Hazimeh, Hussein +3 · 1 citation
Computer Science · Mathematics · #Computation (stat.CO) #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Methodology (stat.ME) #Optimization and Control (math.OC) #Statistical Methods and Inference