Diptarka Chakraborty

5 papers · 2022–2026 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (13)

Venues

AAAI (1) AISTATS (1) COLT (1) IJCAI (1) NeurIPS (1)

Top co-authors

Kushagra Chatterjee (2) Debarati Das (2) Arindam Khan (1) Romina Nobahari (1) Sanjana Dey (1) Himika Das (1) Alvin Hong Yao Yan (1) Tien-Long Nguyen (1) Sourav Chakraborty (1) Kuldeep Meel (1)

Research topics

Machine Learning (5) Mathematics & Optimization (3) Application Areas (3) Optimization (3) Computer Science (2) Core Methods (2) Foundations (2) Optimization & Theory (2) Artificial Intelligence (1) Data Science & Analytics (1) Applications (1) Core AI (1) Mathematics (1) Methods (1) Statistics (1)

Keywords

approximation algorithm (4) rank aggregation (2) fair clustering (2) consensus clustering (2) parallel algorithm (1) equivalence testing (1) fairness constraint (1) parallelizable algorithm (1) protected group (1) conditional sampling (1) total variation distance (1) kendall tau distance (1) consensus ranking (1) disparate impact (1) fair ranking (1) group representation (1) kendall tau metric (1) post processing (1) distribution testing (1) ulam metric (1)

Papers

Generalizing Fair Clustering to Multiple Groups: Algorithms and Applications AAAI 2026 Improved Rank Aggregation Under Fairness Constraint IJCAI 2025 Towards Fair Representation: Clustering and Consensus COLT 2025 Equivalence Testing: The Power of Bounded Adaptivity AISTATS 2024 Fair Rank Aggregation NeurIPS 2022