Rezaei, Alireza
- Monte Carlo Markov Chain Algorithms for Sampling Strongly Rayleigh\n Distributions and Determinantal Point Processes
2016/02/16 by Nima Anari, Shayan Oveis Gharan, Anari, Nima +3 · 4 citations
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods #Point processes and geometric inequalities #Probability (math.PR)
- Composable Core-sets for Determinant Maximization Problems via Spectral Spanners
2018/07/31 by Indyk, Piotr, Mahabadi, Sepideh, Gharan, Shayan Oveis +1 · 2 citations
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Composable Core-sets for Determinant Maximization: A Simple Near-Optimal Algorithm
2019/07/06 by Indyk, Piotr, Mahabadi, Sepideh, Gharan, Shayan Oveis +1 · 2 citations
#Data Structures and Algorithms (cs.DS) #F.2.0 #FOS: Computer and information sciences #G.1.2 #G.1.6 #G.2.2 #Machine Learning (cs.LG)
- LaTiM: Longitudinal representation learning in continuous-time models to predict disease progression
2024/04/10 by Zeghlache, Rachid, Conze, Pierre-Henri, Daho, Mostafa El Habib +9 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- L-MAE: Longitudinal masked auto-encoder with time and severity-aware encoding for diabetic retinopathy progression prediction
2024/03/24 by Rachid Zeghlache, Pierre-Henri Conze, Zeghlache, Rachid +21 · 1 citation
Health Professions · Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Retinal Imaging and Analysis