Ashkan Norouzi-Fard

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 47

Top Topics

Correlation Clustering

Facility Location

Sequencing Problems

Randomly Generated Test Problems

Top Venues

Publications

Sara Ahmadian, MohammadHossein Bateni, Hossein Esfandiari, Silvio Lattanzi, Morteza Monemizadeh, Ashkan Norouzi-Fard
Resilient k-Clustering. KDD (2024)
Marwa El Halabi, Jakub Tarnawski, Ashkan Norouzi-Fard, Thuy-Duong Vuong
Fairness in Submodular Maximization over a Matroid Constraint. AISTATS (2024)
Paul Dütting, Federico Fusco, Silvio Lattanzi, Ashkan Norouzi-Fard, Morteza Zadimoghaddam
Consistent Submodular Maximization. CoRR (2024)
Marwa El Halabi, Jakub Tarnawski, Ashkan Norouzi-Fard, Thuy-Duong Vuong
Fairness in Submodular Maximization over a Matroid Constraint. CoRR (2023)
Marwa El Halabi, Federico Fusco, Ashkan Norouzi-Fard, Jakab Tardos, Jakub Tarnawski
Fairness in Streaming Submodular Maximization over a Matroid Constraint. CoRR (2023)
Moran Feldman, Ashkan Norouzi-Fard, Ola Svensson, Rico Zenklusen
The One-Way Communication Complexity of Submodular Maximization with Applications to Streaming and Robustness. J. ACM 70 (4) (2023)
Marwa El Halabi, Federico Fusco, Ashkan Norouzi-Fard, Jakab Tardos, Jakub Tarnawski
Fairness in Streaming Submodular Maximization over a Matroid Constraint. ICML (2023)
Paul Duetting, Federico Fusco, Silvio Lattanzi, Ashkan Norouzi-Fard, Morteza Zadimoghaddam
Fully Dynamic Submodular Maximization over Matroids. ICML (2023)
Paul Dütting, Federico Fusco, Silvio Lattanzi, Ashkan Norouzi-Fard, Morteza Zadimoghaddam
Fully Dynamic Submodular Maximization over Matroids. CoRR (2023)
Paul Dütting, Federico Fusco, Silvio Lattanzi, Ashkan Norouzi-Fard, Morteza Zadimoghaddam
Deletion Robust Non-Monotone Submodular Maximization over Matroids. CoRR (2022)
Vincent Cohen-Addad, Chenglin Fan, Silvio Lattanzi, Slobodan Mitrovic, Ashkan Norouzi-Fard, Nikos Parotsidis, Jakub Tarnawski
Near-Optimal Correlation Clustering with Privacy. NeurIPS (2022)
Buddhima Gamlath, Silvio Lattanzi, Ashkan Norouzi-Fard, Ola Svensson
Approximate Cluster Recovery from Noisy Labels. COLT (2022)
Moran Feldman, Paul Liu, Ashkan Norouzi-Fard, Ola Svensson, Rico Zenklusen
Streaming Submodular Maximization Under Matroid Constraints. ICALP (2022)
Vincent Cohen-Addad, Chenglin Fan, Silvio Lattanzi, Slobodan Mitrovic, Ashkan Norouzi-Fard, Nikos Parotsidis, Jakub Tarnawski
Near-Optimal Correlation Clustering with Privacy. CoRR (2022)
Moran Feldman, Ashkan Norouzi-Fard, Ola Svensson, Rico Zenklusen
Submodular Maximization Subject to Matroid Intersection on the Fly. CoRR (2022)
Paul Dütting, Federico Fusco, Silvio Lattanzi, Ashkan Norouzi-Fard, Morteza Zadimoghaddam
Deletion Robust Submodular Maximization over Matroids. CoRR (2022)
Paul Duetting, Federico Fusco, Silvio Lattanzi, Ashkan Norouzi-Fard, Morteza Zadimoghaddam
Deletion Robust Submodular Maximization over Matroids. ICML (2022)
Moran Feldman, Ashkan Norouzi-Fard, Ola Svensson, Rico Zenklusen
Submodular Maximization Subject to Matroid Intersection on the Fly. ESA (2022)
José R. Correa, Andrés Cristi, Paul Duetting, Ashkan Norouzi-Fard
Fairness and Bias in Online Selection. ICML (2021)
Moran Feldman, Ashkan Norouzi-Fard, Ola Svensson, Rico Zenklusen
Streaming Submodular Maximization with Matroid and Matching Constraints. CoRR (2021)
Vincent Cohen-Addad, Silvio Lattanzi, Slobodan Mitrovic, Ashkan Norouzi-Fard, Nikos Parotsidis, Jakub Tarnawski
Correlation Clustering in Constant Many Parallel Rounds. CoRR (2021)
Hendrik Fichtenberger, Silvio Lattanzi, Ashkan Norouzi-Fard, Ola Svensson
Consistent k-Clustering for General Metrics. SODA (2021)
Yuchen Wu, MohammadHossein Bateni, André Linhares, Filipe Miguel Gonçalves de Almeida, Andrea Montanari, Ashkan Norouzi-Fard, Jakab Tardos
Streaming Belief Propagation for Community Detection. CoRR (2021)
Vincent Cohen-Addad, Silvio Lattanzi, Ashkan Norouzi-Fard, Christian Sohler, Ola Svensson
Parallel and Efficient Hierarchical k-Median Clustering. NeurIPS (2021)
Vincent Cohen-Addad, Silvio Lattanzi, Slobodan Mitrovic, Ashkan Norouzi-Fard, Nikos Parotsidis, Jakub Tarnawski
Correlation Clustering in Constant Many Parallel Rounds. ICML (2021)
Yuchen Wu, Jakab Tardos, MohammadHossein Bateni, André Linhares, Filipe Miguel Gonçalves de Almeida, Andrea Montanari, Ashkan Norouzi-Fard
Streaming Belief Propagation for Community Detection. NeurIPS (2021)
Michael Kapralov, Slobodan Mitrovic, Ashkan Norouzi-Fard, Jakab Tardos
Space Efficient Approximation to Maximum Matching Size from Uniform Edge Samples. SODA (2020)
Silvio Lattanzi, Slobodan Mitrovic, Ashkan Norouzi-Fard, Jakub Tarnawski, Morteza Zadimoghaddam
Fully Dynamic Algorithm for Constrained Submodular Optimization. CoRR (2020)
Vincent Cohen-Addad, Silvio Lattanzi, Ashkan Norouzi-Fard, Christian Sohler, Ola Svensson
Fast and Accurate $k$-means++ via Rejection Sampling. NeurIPS (2020)
Sara Ahmadian, Ashkan Norouzi-Fard, Ola Svensson, Justin Ward
Better Guarantees for k-Means and Euclidean k-Median by Primal-Dual Algorithms. SIAM J. Comput. 49 (4) (2020)
Marwa El Halabi, Slobodan Mitrovic, Ashkan Norouzi-Fard, Jakab Tardos, Jakub Tarnawski
Fairness in Streaming Submodular Maximization: Algorithms and Hardness. NeurIPS (2020)
Silvio Lattanzi, Slobodan Mitrovic, Ashkan Norouzi-Fard, Jakub Tarnawski, Morteza Zadimoghaddam
Fully Dynamic Algorithm for Constrained Submodular Optimization. NeurIPS (2020)
Moran Feldman, Ashkan Norouzi-Fard, Ola Svensson, Rico Zenklusen
The one-way communication complexity of submodular maximization with applications to streaming and robustness. STOC (2020)
Marwa El Halabi, Slobodan Mitrovic, Ashkan Norouzi-Fard, Jakab Tardos, Jakub Tarnawski
Fairness in Streaming Submodular Maximization: Algorithms and Hardness. CoRR (2020)
Moran Feldman, Ashkan Norouzi-Fard, Ola Svensson, Rico Zenklusen
The One-way Communication Complexity of Submodular Maximization with Applications to Streaming and Robustness. CoRR (2020)
Hendrik Fichtenberger, Silvio Lattanzi, Ashkan Norouzi-Fard, Ola Svensson
Consistent k-Clustering for General Metrics. CoRR (2020)
Vincent Cohen-Addad, Silvio Lattanzi, Ashkan Norouzi-Fard, Christian Sohler, Ola Svensson
Fast and Accurate k-means++ via Rejection Sampling. CoRR (2020)
Michael Kapralov, Slobodan Mitrovic, Ashkan Norouzi-Fard, Jakab Tardos
Space Efficient Approximation to Maximum Matching Size from Uniform Edge Samples. CoRR (2019)
Ashkan Norouzi-Fard, Jakub Tarnawski, Slobodan Mitrovic, Amir Zandieh, Aidasadat Mousavifar, Ola Svensson
Beyond 1/2-Approximation for Submodular Maximization on Massive Data Streams. ICML (2018)
Ashkan Norouzi-Fard, Jakub Tarnawski, Slobodan Mitrovic, Amir Zandieh, Aida Mousavifar, Ola Svensson
Beyond 1/2-Approximation for Submodular Maximization on Massive Data Streams. CoRR (2018)
Slobodan Mitrovic, Ilija Bogunovic, Ashkan Norouzi-Fard, Jakub Tarnawski, Volkan Cevher
Streaming Robust Submodular Maximization: A Partitioned Thresholding Approach. CoRR (2017)
Sara Ahmadian, Ashkan Norouzi-Fard, Ola Svensson, Justin Ward
Better Guarantees for k-Means and Euclidean k-Median by Primal-Dual Algorithms. FOCS (2017)
Slobodan Mitrovic, Ilija Bogunovic, Ashkan Norouzi-Fard, Jakub Tarnawski, Volkan Cevher
Streaming Robust Submodular Maximization: A Partitioned Thresholding Approach. NIPS (2017)
Hyung-Chan An, Ashkan Norouzi-Fard, Ola Svensson
Dynamic Facility Location via Exponential Clocks. ACM Trans. Algorithms 13 (2) (2017)
Ashkan Norouzi-Fard, Abbas Bazzi, Ilija Bogunovic, Marwa El Halabi, Ya-Ping Hsieh, Volkan Cevher
An Efficient Streaming Algorithm for the Submodular Cover Problem. NIPS (2016)
Ashkan Norouzi-Fard, Abbas Bazzi, Marwa El Halabi, Ilija Bogunovic, Ya-Ping Hsieh, Volkan Cevher
An Efficient Streaming Algorithm for the Submodular Cover Problem. CoRR (2016)
Sara Ahmadian, Ashkan Norouzi-Fard, Ola Svensson, Justin Ward
Better Guarantees for k-Means and Euclidean k-Median by Primal-Dual Algorithms. CoRR (2016)
Abbas Bazzi, Ashkan Norouzi-Fard
Towards Tight Lower Bounds for Scheduling Problems. ESA (2015)
Abbas Bazzi, Ashkan Norouzi-Fard
Towards Tight Lower Bounds for Scheduling Problems. CoRR (2015)
Hyung-Chan An, Ashkan Norouzi-Fard, Ola Svensson
Dynamic Facility Location via Exponential Clocks. SODA (2015)
Hyung-Chan An, Ashkan Norouzi-Fard, Ola Svensson
Dynamic Facility Location via Exponential Clocks. CoRR (2014)
Sepehr Assadi, Ehsan Emamjomeh-Zadeh, Ashkan Norouzi-Fard, Sadra Yazdanbod, Hamid Zarrabi-Zadeh
The Minimum Vulnerability Problem. Algorithmica 70 (4) (2014)
Mohammed Gharib, Ehsan Emamjomeh-Zadeh, Ashkan Norouzi-Fard, Ali Movaghar
A Novel Probabilistic Key Management Algorithm for Large-Scale MANETs. AINA Workshops (2013)
Sepehr Assadi, Ehsan Emamjomeh-Zadeh, Ashkan Norouzi-Fard, Sadra Yazdanbod, Hamid Zarrabi-Zadeh
The Minimum Vulnerability Problem. ISAAC (2012)