Tukan, Murad

1. Pruning Neural Networks via Coresets and Convex Geometry: Towards No Assumptions
   2022/09/18 by Murad Tukan, Loay Mualem, Tukan, Murad +3 · 4 citations
   Computer Science · #Advanced Neural Network Applications #Human Pose and Action Recognition #Medical Image Segmentation Techniques
2. New Coresets for Projective Clustering and Applications
   2022/03/08 by Tukan, Murad, Wu, Xuan, Zhou, Samson +2 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Coresets for Near-Convex Functions
   2020/06/09 by Murad Tukan, Alaa Maalouf, Tukan, Murad +3 · 3 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
4. Sets Clustering
   2020/03/09 by Jubran, Ibrahim, Tukan, Murad, Maalouf, Alaa +1 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. An Efficient Drifters Deployment Strategy to Evaluate Water Current Velocity Fields
   2023/01/10 by Tukan, Murad, Biton, Eli, Diamant, Roee · 2 citations
   #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
6. On Coresets for Support Vector Machines
   2020/02/15 by Tukan, Murad, Baykal, Cenk, Feldman, Dan +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Obstacle Aware Sampling for Path Planning
   2022/03/08 by Tukan, Murad, Maalouf, Alaa, Feldman, Dan +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
8. Provable Data Subset Selection For Efficient Neural Network Training
   2023/03/09 by Tukan, Murad, Zhou, Samson, Maalouf, Alaa +3 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. Dataset Distillation Meets Provable Subset Selection
   2023/07/16 by Murad Tukan, Alaa Maalouf, Tukan, Murad +3 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification