Image de couverture de livre

Fair Clustering: Critique, Caveats, and Future Directions

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Dickerson, John, Esmaeili, Seyed A., Morgenstern, Jamie, Zhang, Claire Jie
Format:	Preprint
Publié:	2024
Sujets:	Machine Learning Artificial Intelligence Computers and Society Data Structures and Algorithms
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Welfare-Centric Clustering
par: Zhang, Claire Jie, et autres
Publié: (2025)

Robust Fair Clustering with Group Membership Uncertainty Sets
par: Duppala, Sharmila, et autres
Publié: (2024)

Causal Equal Protection as Algorithmic Fairness
par: Di Bello, Marcello, et autres
Publié: (2024)

Scalable Algorithms for Individual Preference Stable Clustering
par: Mosenzon, Ron, et autres
Publié: (2024)

A Scalable Algorithm for Individually Fair K-means Clustering
par: Bateni, MohammadHossein, et autres
Publié: (2024)

A Polynomial-Time Approximation for Pairwise Fair $k$-Median Clustering
par: Bandyapadhyay, Sayan, et autres
Publié: (2024)

Implications of Distance over Redistricting Maps: Central and Outlier Maps
par: Esmaeili, Seyed A., et autres
Publié: (2022)

Fair Submodular Cover
par: Chen, Wenjing, et autres
Publié: (2024)

Continuous Fairness On Data Streams
par: Ghosh, Subhodeep, et autres
Publié: (2026)

Time Fairness in Online Knapsack Problems
par: Lechowicz, Adam, et autres
Publié: (2023)

Fairness Implications of Encoding Protected Categorical Attributes
par: Mougan, Carlos, et autres
Publié: (2022)

Fairness in Streaming Submodular Maximization over a Matroid Constraint
par: Halabi, Marwa El, et autres
Publié: (2023)

Constant-Factor Approximations for Doubly Constrained Fair k-Center, k-Median and k-Means
par: Funk, Nicole, et autres
Publié: (2026)

Uncovering Fairness through Data Complexity as an Early Indicator
par: Ferreira, Juliett Suárez, et autres
Publié: (2025)

Sublinear Algorithms for Wasserstein and Total Variation Distances: Applications to Fairness and Privacy Auditing
par: Basu, Debabrota, et autres
Publié: (2025)

Block-Diagonal Guided DBSCAN Clustering
par: Zhao, Weibing
Publié: (2024)

Estimating Causal Effects in Partially Directed Parametric Causal Factor Graphs
par: Luttermann, Malte, et autres
Publié: (2024)

Replication-proof Bandit Mechanism Design with Bayesian Agents
par: Shin, Suho, et autres
Publié: (2023)

Modification-Fair Cluster Editing
par: Froese, Vincent, et autres
Publié: (2021)

Towards Fair Representation: Clustering and Consensus
par: Chakraborty, Diptarka, et autres
Publié: (2025)

Correcting Underrepresentation and Intersectional Bias for Classification
par: Diana, Emily, et autres
Publié: (2023)

Matchings, Predictions and Counterfactual Harm in Refugee Resettlement Processes
par: Lee, Seungeon, et autres
Publié: (2024)

Optimizing Text Search: A Novel Pattern Matching Algorithm Based on Ukkonen's Approach
par: Guan, Xinyu, et autres
Publié: (2025)

Efficiently Learning Branching Networks for Multitask Algorithmic Reasoning
par: Li, Dongyue, et autres
Publié: (2025)

Matrix Editing Meets Fair Clustering: Parameterized Algorithms and Complexity
par: Ganian, Robert, et autres
Publié: (2025)

DiscQuant: A Quantization Method for Neural Networks Inspired by Discrepancy Theory
par: Chee, Jerry, et autres
Publié: (2025)

On Characterizations for Language Generation: Interplay of Hallucinations, Breadth, and Stability
par: Kalavasis, Alkis, et autres
Publié: (2024)

On the Limits of Language Generation: Trade-Offs Between Hallucination and Mode Collapse
par: Kalavasis, Alkis, et autres
Publié: (2024)

On Language Generation in the Limit with Bounded Memory
par: Kleinberg, Jon, et autres
Publié: (2026)

Language Generation in the Limit
par: Kleinberg, Jon, et autres
Publié: (2024)

Theoretical limitations of multi-layer Transformer
par: Chen, Lijie, et autres
Publié: (2024)

Differentially Private Language Generation and Identification in the Limit
par: Mehrotra, Anay, et autres
Publié: (2026)

Exploring Facets of Language Generation in the Limit
par: Charikar, Moses, et autres
Publié: (2024)

The CLRS-Text Algorithmic Reasoning Language Benchmark
par: Markeeva, Larisa, et autres
Publié: (2024)

Contrastive Identification and Generation in the Limit
par: Li, Xiaoyu, et autres
Publié: (2026)

Diversity-aware clustering: Computational Complexity and Approximation Algorithms
par: Thejaswi, Suhas, et autres
Publié: (2024)

Language Generation with Infinite Contamination
par: Mehrotra, Anay, et autres
Publié: (2025)

A Characterization of List Language Identification in the Limit
par: Charikar, Moses, et autres
Publié: (2025)

GateLoop: Fully Data-Controlled Linear Recurrence for Sequence Modeling
par: Katsch, Tobias
Publié: (2023)

Compression Barriers for Autoregressive Transformers
par: Haris, Themistoklis, et autres
Publié: (2025)