Marina Knittel

5 papers · 2020–2023 · 4 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 ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

Venues

NeurIPS (2) AAAI (1) ICML (1) IJCAI (1)

Top co-authors

MohammadTaghi Hajiaghayi (3) John Dickerson (2) Max Springer (2) John P. Dickerson (1) Yuyan Wang (1) Samuel Dooley (1) Philip Pham (1) Michael Curry (1) Aidan Milliff (1) Alessandro Epasto (1)

Research topics

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

Keywords

hierarchical clustering (3) fair clustering (3) approximation algorithm (2) clustering algorithm (1) cost function (1) matching market (1) stable matching (1) polylogarithmic approximation (1) dichotomous preference (1) cluster balance (1) affiliate matching (1) stable solution (1) polylog approximate (1) network influence game (1) degroot dynamics (1) equilibrium computation (1) mirror descent (1)

Papers

Fair, Polylog-Approximate Low-Cost Hierarchical Clustering NeurIPS 2023 Generalized Reductions: Making any Hierarchical Clustering Fair and Balanced with Low Cost ICML 2023 The Dichotomous Affiliate Stable Matching Problem: Approval-Based Matching with Applicant-Employer Relations IJCAI 2022 Scalable Equilibrium Computation in Multi-agent Influence Games on Networks AAAI 2021 Fair Hierarchical Clustering NeurIPS 2020