ML Anthology

Norouzi-Fard, Ashkan

18 publications

JMLR 2025 Deletion Robust Non-Monotone Submodular Maximization over Matroids Paul Dütting, Federico Fusco, Silvio Lattanzi, Ashkan Norouzi-Fard, Morteza Zadimoghaddam
ICML 2024 Consistent Submodular Maximization Paul Duetting, Federico Fusco, Silvio Lattanzi, Ashkan Norouzi-Fard, Morteza Zadimoghaddam
AISTATS 2024 Fairness in Submodular Maximization over a Matroid Constraint Marwa El Halabi, Jakub Tarnawski, Ashkan Norouzi-Fard, Thuy-Duong Vuong
ICML 2023 Fairness in Streaming Submodular Maximization over a Matroid Constraint Marwa El Halabi, Federico Fusco, Ashkan Norouzi-Fard, Jakab Tardos, Jakub Tarnawski
ICML 2023 Fully Dynamic Submodular Maximization over Matroids Paul Duetting, Federico Fusco, Silvio Lattanzi, Ashkan Norouzi-Fard, Morteza Zadimoghaddam
COLT 2022 Approximate Cluster Recovery from Noisy Labels Buddhima Gamlath, Silvio Lattanzi, Ashkan Norouzi-Fard, Ola Svensson
ICML 2022 Deletion Robust Submodular Maximization over Matroids Paul Duetting, Federico Fusco, Silvio Lattanzi, Ashkan Norouzi-Fard, Morteza Zadimoghaddam
NeurIPS 2022 Near-Optimal Correlation Clustering with Privacy Vincent Cohen-Addad, Chenglin Fan, Silvio Lattanzi, Slobodan Mitrovic, Ashkan Norouzi-Fard, Nikos Parotsidis, Jakub M Tarnawski
ICML 2021 Correlation Clustering in Constant Many Parallel Rounds Vincent Cohen-Addad, Silvio Lattanzi, Slobodan Mitrović, Ashkan Norouzi-Fard, Nikos Parotsidis, Jakub Tarnawski
ICML 2021 Fairness and Bias in Online Selection Jose Correa, Andres Cristi, Paul Duetting, Ashkan Norouzi-Fard
NeurIPS 2021 Parallel and Efficient Hierarchical K-Median Clustering Vincent Cohen-Addad, Silvio Lattanzi, Ashkan Norouzi-Fard, Christian Sohler, Ola Svensson
NeurIPS 2021 Streaming Belief Propagation for Community Detection Yuchen Wu, Jakab Tardos, Mohammadhossein Bateni, André Linhares, Filipe Miguel Goncalves de Almeida, Andrea Montanari, Ashkan Norouzi-Fard
NeurIPS 2020 Fairness in Streaming Submodular Maximization: Algorithms and Hardness Marwa El Halabi, Slobodan Mitrović, Ashkan Norouzi-Fard, Jakab Tardos, Jakub M Tarnawski
NeurIPS 2020 Fast and Accurate $k$-Means++ via Rejection Sampling Vincent Cohen-Addad, Silvio Lattanzi, Ashkan Norouzi-Fard, Christian Sohler, Ola Svensson
NeurIPS 2020 Fully Dynamic Algorithm for Constrained Submodular Optimization Silvio Lattanzi, Slobodan Mitrović, Ashkan Norouzi-Fard, Jakub M Tarnawski, Morteza Zadimoghaddam
ICML 2018 Beyond 1/2-Approximation for Submodular Maximization on Massive Data Streams Ashkan Norouzi-Fard, Jakub Tarnawski, Slobodan Mitrovic, Amir Zandieh, Aidasadat Mousavifar, Ola Svensson
NeurIPS 2017 Streaming Robust Submodular Maximization: A Partitioned Thresholding Approach Slobodan Mitrovic, Ilija Bogunovic, Ashkan Norouzi-Fard, Jakub M Tarnawski, Volkan Cevher
NeurIPS 2016 An Efficient Streaming Algorithm for the Submodular Cover Problem Ashkan Norouzi-Fard, Abbas Bazzi, Ilija Bogunovic, Marwa El Halabi, Ya-Ping Hsieh, Volkan Cevher