Halabi, Marwa El
- Data-Efficient Structured Pruning via Submodular Optimization
2022/03/09 by Marwa El Halabi, Halabi, Marwa El, Suraj Srinivas +3 · 2 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications #Optimization and Control (math.OC)
- A totally unimodular view of structured sparsity
2014/11/07 by Marwa El Halabi, Halabi, Marwa El, Volkan Cevher +1 · 1 citation
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #Blind Source Separation Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
- An Efficient Streaming Algorithm for the Submodular Cover Problem
2016/11/25 by Norouzi-Fard, Ashkan, Bazzi, Abbas, Halabi, Marwa El +3 · 1 citation
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
- Fairness in Streaming Submodular Maximization: Algorithms and Hardness
2020/10/14 by Marwa El Halabi, Slobodan Mitrović, Halabi, Marwa El +7 · 1 citation
Computer Science · #Complexity and Algorithms in Graphs #Optimization and Search Problems #Cryptography and Data Security
- GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance
2025/05/11 by Jinuk Kim, Kim, Jinuk, Marwa El Halabi +12 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques