Alireza Rezaei

4 papers · 2016–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

ICML (2) COLT (1) MICCAI (1)

Top co-authors

Shayan Oveis Gharan (3) Ramin Tadayoni (1) Hugo Le Boité (1) Ikram Brahim (1) Yihao Li (1) Sepideh Mahabadi (1) Nima Anari (1) Pierre-Henri Conze (1) Gwenolé Quellec (1) Mostafa El Habib Daho (1)

Research topics

Mathematics & Optimization (3) Optimization (3) Mathematics (2) Artificial Intelligence (1) Machine Learning (1) Bayesian & Probabilistic (1) Optimization & Theory (1)

Keywords

determinantal point process (3) spectral gap (2) markov chain monte carlo (2) mixing time (1) greedy algorithm (1) continuous distribution (1) negative dependence (1) local search (1) determinant maximization (1) composable coreset (1) map inference (1) gibbs sampling (1)

Papers

LaTiM: Longitudinal representation learning in continuous-time models to predict disease progression MICCAI 2024 A Polynomial Time MCMC Method for Sampling from Continuous Determinantal Point Processes ICML 2019 Composable Core-sets for Determinant Maximization: A Simple Near-Optimal Algorithm ICML 2019 Monte Carlo Markov Chain Algorithms for Sampling Strongly Rayleigh Distributions and Determinantal Point Processes COLT 2016