Brian Brubach
7 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(13)
Conferences
NIPS (3)
AAAI (2)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
approximation algorithm
(4)
fair clustering
(2)
semi-supervised learning
(1)
k-means clustering
(1)
bipartite matching
(1)
outlier detection
(1)
group fairness
(1)
k-center clustering
(1)
graph algorithm
(1)
fairness constraint
(1)
must-link constraint
(1)
individual fairness
(1)
voting theory
(1)
pairwise fairness
(1)
pairwise constraint
(1)
price of fairness
(1)
interpretable algorithm
(1)
gerrymandering detection
(1)
distance measure
(1)
contention resolution
(1)
Papers
Implications of Distance over Redistricting Maps: Central and Outlier Maps
AAAI 2024
Fair Clustering Under a Bounded Cost
NIPS 2021
Improved Guarantees for Offline Stochastic Matching via new Ordered Contention Resolution Schemes
NIPS 2021
Fairness, Semi-Supervised Learning, and More: A General Framework for Clustering with Stochastic Pairwise Constraints
AAAI 2021
Follow Your Star: New Frameworks for Online Stochastic Matching with Known and Unknown Patience
AISTATS 2021
A Pairwise Fair and Community-preserving Approach to k-Center Clustering
ICML 2020
Probabilistic Fair Clustering
NIPS 2020