Leonidas Tsepenekas
10 papers · 2019–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
Top co-authors
Research topics
Keywords
approximation algorithm
(7)
individual fairness
(3)
fair clustering
(2)
combinatorial optimization
(2)
feature importance
(1)
linear programming
(1)
semi-supervised learning
(1)
discrete mathematics
(1)
pac learning
(1)
multi-armed bandit
(1)
probabilistic model
(1)
network diffusion
(1)
graph cut
(1)
similarity function
(1)
fairness constraint
(1)
k-center clustering
(1)
online matching
(1)
must-link constraint
(1)
distribution shift
(1)
bipartite matching
(1)
Papers
SHAP@k: Efficient and Probably Approximately Correct (PAC) Identification of Top-K Features
AAAI 2024
Comparing Apples to Oranges: Learning Similarity Functions for Data Produced by Different Distributions
NeurIPS 2023
Efficient and Equitable Deployment of Mobile Vaccine Distribution Centers
IJCAI 2023
A New Notion of Individually Fair Clustering: Ξ±-Equitable k-Center
AISTATS 2022
Controlling Epidemic Spread using Probabilistic Diffusion Models on Networks
AISTATS 2022
Fair Disaster Containment via Graph-Cut Problems
AISTATS 2022
Fairness, Semi-Supervised Learning, and More: A General Framework for Clustering with Stochastic Pairwise Constraints
AAAI 2021
A Pairwise Fair and Community-preserving Approach to k-Center Clustering
ICML 2020
Probabilistic Fair Clustering
NeurIPS 2020
A Unified Approach to Online Matching with Conflict-Aware Constraints
AAAI 2019