Ashkan Norouzi-Fard

According to our database, Ashkan Norouzi-Fard authored at least 34 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Large-Scale Graph Building in Dynamic Environments: Low Latency and High Quality.

Filipe Miguel Gonçalves de Almeida, CJ Carey, Hendrik Fichtenberger, Jonathan Halcrow, Silvio Lattanzi, André Linhares, Tao Meng, Ashkan Norouzi-Fard, Nikos Parotsidis, Bryan Perozzi, David Simcha

CoRR, July, 2025

The Cost of Consistency: Submodular Maximization with Constant Recourse.

Paul Dütting, Federico Fusco, Silvio Lattanzi, Ashkan Norouzi-Fard, Ola Svensson, Morteza Zadimoghaddam

Proceedings of the 57th Annual ACM Symposium on Theory of Computing, 2025

Streaming Trends: A Low-Latency Platform for Dynamic Video Grouping and Trending Corpora Building.

Yang Gu, Caroline Zhou, Qiao Zhang, Scott Wang, Yongzhe Wang, Li Zhang, Nikos Parotsidis, CJ Carey, Ashkan Fard, Mingyan Gao, Yaping Zhang, Sourabh Bansod

Proceedings of the Nineteenth ACM Conference on Recommender Systems, 2025

2024

Resilient k-Clustering.

Sara Ahmadian, MohammadHossein Bateni, Hossein Esfandiari, Silvio Lattanzi, Morteza Monemizadeh, Ashkan Norouzi-Fard

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Consistent Submodular Maximization.

Paul Duetting, Federico Fusco, Silvio Lattanzi, Ashkan Norouzi-Fard, Morteza Zadimoghaddam

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Fairness in Submodular Maximization over a Matroid Constraint.

Marwa El Halabi, Jakub Tarnawski, Ashkan Norouzi-Fard, Thuy-Duong Vuong

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Fairness in Streaming Submodular Maximization over a Matroid Constraint.

Marwa El Halabi, Federico Fusco, Ashkan Norouzi-Fard, Jakab Tardos, Jakub Tarnawski

Proceedings of the International Conference on Machine Learning, 2023

Fully Dynamic Submodular Maximization over Matroids.

Paul Duetting, Federico Fusco, Silvio Lattanzi, Ashkan Norouzi-Fard, Morteza Zadimoghaddam

Proceedings of the International Conference on Machine Learning, 2023

2022

Deletion Robust Non-Monotone Submodular Maximization over Matroids.

Paul Dütting, Federico Fusco, Silvio Lattanzi, Ashkan Norouzi-Fard, Morteza Zadimoghaddam

CoRR, 2022

Near-Optimal Correlation Clustering with Privacy.

Vincent Cohen-Addad, Chenglin Fan, Silvio Lattanzi, Slobodan Mitrovic, Ashkan Norouzi-Fard, Nikos Parotsidis, Jakub Tarnawski

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Deletion Robust Submodular Maximization over Matroids.

Paul Duetting, Federico Fusco, Silvio Lattanzi, Ashkan Norouzi-Fard, Morteza Zadimoghaddam

Proceedings of the International Conference on Machine Learning, 2022

Streaming Submodular Maximization Under Matroid Constraints.

Moran Feldman, Paul Liu, Ashkan Norouzi-Fard, Ola Svensson, Rico Zenklusen

Proceedings of the 49th International Colloquium on Automata, Languages, and Programming, 2022

Submodular Maximization Subject to Matroid Intersection on the Fly.

Moran Feldman, Ashkan Norouzi-Fard, Ola Svensson, Rico Zenklusen

Proceedings of the 30th Annual European Symposium on Algorithms, 2022

Approximate Cluster Recovery from Noisy Labels.

Buddhima Gamlath, Silvio Lattanzi, Ashkan Norouzi-Fard, Ola Svensson

Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

2021

Streaming Submodular Maximization with Matroid and Matching Constraints.

Moran Feldman, Ashkan Norouzi-Fard, Ola Svensson, Rico Zenklusen

CoRR, 2021

Consistent k-Clustering for General Metrics.

Hendrik Fichtenberger, Silvio Lattanzi, Ashkan Norouzi-Fard, Ola Svensson

Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms, 2021

Streaming Belief Propagation for Community Detection.

Yuchen Wu, Jakab Tardos, MohammadHossein Bateni, André Linhares, Filipe Miguel Gonçalves de Almeida, Andrea Montanari, Ashkan Norouzi-Fard

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Parallel and Efficient Hierarchical k-Median Clustering.

Vincent Cohen-Addad, Silvio Lattanzi, Ashkan Norouzi-Fard, Christian Sohler, Ola Svensson

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Fairness and Bias in Online Selection.

José Correa, Andrés Cristi, Paul Duetting, Ashkan Norouzi-Fard

Proceedings of the 38th International Conference on Machine Learning, 2021

Correlation Clustering in Constant Many Parallel Rounds.

Vincent Cohen-Addad, Silvio Lattanzi, Slobodan Mitrovic, Ashkan Norouzi-Fard, Nikos Parotsidis, Jakub Tarnawski

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

The one-way communication complexity of submodular maximization with applications to streaming and robustness.

Moran Feldman, Ashkan Norouzi-Fard, Ola Svensson, Rico Zenklusen

Proceedings of the 52nd Annual ACM SIGACT Symposium on Theory of Computing, 2020

Space Efficient Approximation to Maximum Matching Size from Uniform Edge Samples.

Michael Kapralov, Slobodan Mitrovic, Ashkan Norouzi-Fard, Jakab Tardos

Proceedings of the 2020 ACM-SIAM Symposium on Discrete Algorithms, 2020

Fully Dynamic Algorithm for Constrained Submodular Optimization.

Silvio Lattanzi, Slobodan Mitrovic, Ashkan Norouzi-Fard, Jakub Tarnawski, Morteza Zadimoghaddam

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Fairness in Streaming Submodular Maximization: Algorithms and Hardness.

Marwa El Halabi, Slobodan Mitrovic, Ashkan Norouzi-Fard, Jakab Tardos, Jakub Tarnawski

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Fast and Accurate $k$-means++ via Rejection Sampling.

Vincent Cohen-Addad, Silvio Lattanzi, Ashkan Norouzi-Fard, Christian Sohler, Ola Svensson

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2018

Algorithms For Clustering Problems - Theoretical Guarantees and Empirical Evaluations.

Ashkan Norouzi-Fard

PhD thesis, 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

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Streaming Robust Submodular Maximization: A Partitioned Thresholding Approach.

Slobodan Mitrovic, Ilija Bogunovic, Ashkan Norouzi-Fard, Jakub Tarnawski, Volkan Cevher

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Better Guarantees for k-Means and Euclidean k-Median by Primal-Dual Algorithms.

Sara Ahmadian, Ashkan Norouzi-Fard, Ola Svensson, Justin Ward

Proceedings of the 58th IEEE Annual Symposium on Foundations of Computer Science, 2017

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

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

Dynamic Facility Location via Exponential Clocks.

Hyung-Chan An, Ashkan Norouzi-Fard, Ola Svensson

Proceedings of the Twenty-Sixth Annual ACM-SIAM Symposium on Discrete Algorithms, 2015

Towards Tight Lower Bounds for Scheduling Problems.

Abbas Bazzi, Ashkan Norouzi-Fard

Proceedings of the Algorithms - ESA 2015, 2015

2013

A Novel Probabilistic Key Management Algorithm for Large-Scale MANETs.

Mohammed Gharib, Ehsan Emamjomeh-Zadeh, Ashkan Norouzi-Fard, Ali Movaghar

Proceedings of the 27th International Conference on Advanced Information Networking and Applications Workshops, 2013

2012

The Minimum Vulnerability Problem.

Sepehr Assadi, Ehsan Emamjomeh-Zadeh, Ashkan Norouzi-Fard, Sadra Yazdanbod, Hamid Zarrabi-Zadeh

Proceedings of the Algorithms and Computation - 23rd International Symposium, 2012