Skip to content
conftrace_

Ashkan Norouzi-Fard

18 papers · 2016–2025 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓
+7 more ↓ πŸ—ΊοΈ Taxonomy Completionist (22) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
πŸ”¬ Deep Specialist (12) 🀝 Dynamic Duo (10) πŸ† Keyword Champion (5) 🌈 Renaissance Researcher (5) πŸ”₯ Unstoppable Β· Bronze πŸ—ƒοΈ Keyword Collector (67) πŸ’Ž Century Club Β· Bronze

Venues

NeurIPS (8) ICML (7) AISTATS (1) COLT (1) JMLR (1)

Top co-authors

Silvio Lattanzi (10) Slobodan Mitrovic (6) Morteza Zadimoghaddam (5) Federico Fusco (5) Jakub Tarnawski (4) Ola Svensson (4) Vincent Cohen-Addad (4) Paul Duetting (4) Marwa El Halabi (4) Jakub M Tarnawski (4)

Research topics

Mathematics & Optimization (13) Machine Learning (12) Optimization (12) Optimization & Theory (7) Application Areas (6) Core Methods (6) Computer Science (5) Foundations (5) Data Science & Analytics (3) Applications (3) Artificial Intelligence (1) Deep Learning (1) Security & Privacy (1) Bayesian & Probabilistic (1) Core AI (1)

Keywords

submodular maximization (8) streaming algorithm (7) approximation algorithm (7) cardinality constraint (5) matroid constraint (5) data summarization (4) clustering algorithm (3) submodular optimization (2) sublinear memory (2) community detection (2) approximation guarantee (2) fair machine learning (2) correlation clustering (2) greedy algorithm (2) combinatorial optimization (2) algorithm design (1) machine learning (1) graph clustering (1) euclidean space (1) algorithmic fairness (1)

Papers

Deletion Robust Non-Monotone Submodular Maximization over Matroids JMLR 2025 Consistent Submodular Maximization ICML 2024 Fairness in Submodular Maximization over a Matroid Constraint AISTATS 2024 Fairness in Streaming Submodular Maximization over a Matroid Constraint ICML 2023 Fully Dynamic Submodular Maximization over Matroids ICML 2023 Approximate Cluster Recovery from Noisy Labels COLT 2022 Deletion Robust Submodular Maximization over Matroids ICML 2022 Near-Optimal Correlation Clustering with Privacy NeurIPS 2022 Correlation Clustering in Constant Many Parallel Rounds ICML 2021 Fairness and Bias in Online Selection ICML 2021 Parallel and Efficient Hierarchical k-Median Clustering NeurIPS 2021 Streaming Belief Propagation for Community Detection NeurIPS 2021 Fairness in Streaming Submodular Maximization: Algorithms and Hardness NeurIPS 2020 Fast and Accurate k-means++ via Rejection Sampling NeurIPS 2020 Fully Dynamic Algorithm for Constrained Submodular Optimization NeurIPS 2020 Beyond 1/2-Approximation for Submodular Maximization on Massive Data Streams ICML 2018 Streaming Robust Submodular Maximization: A Partitioned Thresholding Approach NeurIPS 2017 An Efficient Streaming Algorithm for the Submodular Cover Problem NeurIPS 2016