Rayan Saab

1. Recovering Compressively Sampled Signals Using Partial Support Information
   2011/09/15 by Michael P. Friedlander, Hassan Mansour, Rayan Saab +2 · 8 citations
   Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Microwave Imaging and Scattering Analysis #Distributed Sensor Networks and Detection Algorithms
2. Post-training Quantization for Neural Networks with Provable Guarantees
   2022/01/26 by Jinjie Zhang, Zhang, Jinjie, Yixuan Zhou +3 · 8 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. One-bit compressive sensing with norm estimation
   2014/04/28 by Karin Knudson, Rayan Saab, Knudson, Karin +3 · 2 citations
   Computer Science · Engineering · #90C05 #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Microwave Imaging and Scattering Analysis #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Probability (math.PR) #Sparse and Compressive Sensing Techniques
4. Faster Binary Embeddings for Preserving Euclidean Distances
   2020/10/01 by Jinjie Zhang, Zhang, Jinjie, Rayan Saab +1 · 2 citations
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Face and Expression Recognition #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
5. Recovery analysis for weighted ℓ1-minimization using the null space property
   2015/10/23 by Hassan Mansour, Rayan Saab · 2 citations
   Engineering · #Microwave Imaging and Scattering Analysis #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques
6. A direct solver for the phase retrieval problem in ptychographic imaging
   2019/04/16 by Nada Sissouno, Florian Boßmann, Sissouno, Nada +13 · 1 citation
   Physics and Astronomy · #Advanced X-ray Imaging Techniques #FOS: Mathematics #Numerical Analysis (math.NA) #X-ray Spectroscopy and Fluorescence Analysis
7. Unified Stochastic Framework for Neural Network Quantization and Pruning
   2024/12/24 by Haoyu Zhang, Zhang, Haoyu, Rayan Saab +1 · 2 citations
   Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural Networks and Applications #Numerical Analysis (math.NA) #Probability (math.PR)
8. Accumulator-Aware Post-Training Quantization for Large Language Models
   2024/09/25 by Ian Colbert, Colbert, Ian, Giuseppe Franco +7 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications