Marina Knittel

5 papers · 2020–2023 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

NIPS (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)

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 NIPS 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 NIPS 2020