Marina Knittel
5 papers · 2020–2023 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
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Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
NIPS (2)
AAAI (1)
ICML (1)
IJCAI (1)
Top co-authors
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