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Fair Densities via Boosting the Sufficient Statistics of Exponential Families.

, , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 32105-32144. PMLR, (2023)

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Combining Feature and Prototype Pruning by Uncertainty Minimization, and . CoRR, (2013)Mixed Bregman Clustering with Approximation Guarantees., , and . ECML/PKDD (2), volume 5212 of Lecture Notes in Computer Science, page 154-169. Springer, (2008)A Symmetric Nearest Neighbor Learning Rule., , and . EWCBR, volume 1898 of Lecture Notes in Computer Science, page 222-233. Springer, (2000)A "Top-Down and Prune" Induction Scheme for Constrained Decision Committees., and . IDA, volume 1642 of Lecture Notes in Computer Science, page 27-38. Springer, (1999)Statistical Supports for Frequent Itemsets on Data Streams., , , and . MLDM, volume 3587 of Lecture Notes in Computer Science, page 395-404. Springer, (2005)Demonstrator of a Tourist Recommendation System., , and . BDA, volume 8302 of Lecture Notes in Computer Science, page 171-175. Springer, (2013)Boosted and Differentially Private Ensembles of Decision Trees., and . CoRR, (2020)Cumulant-free closed-form formulas for some common (dis)similarities between densities of an exponential family., and . CoRR, (2020)Optimal Transport with Tempered Exponential Measures., , , and . AAAI, page 10838-10846. AAAI Press, (2024)Non-Euclidean Embeddings for Graph Analytics and Visualisation., , , , , and . SIGGRAPH Asia Posters, page 47:1-47:2. ACM, (2019)