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A Distributed Frank-Wolfe Algorithm for Communication-Efficient Sparse Learning.

, , , , and . SDM, page 478-486. SIAM, (2015)

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Similarity Learning for High-Dimensional Sparse Data., , and . CoRR, (2014)Learning Good Edit Similarities with Generalization Guarantees., , and . ECML/PKDD (1), volume 6911 of Lecture Notes in Computer Science, page 188-203. Springer, (2011)A comparison between deep neural nets and kernel acoustic models for speech recognition., , , , , , , , , and 1 other author(s). ICASSP, page 5070-5074. IEEE, (2016)Decentralized Collaborative Learning of Personalized Models over Networks., , and . CoRR, (2016)Scaling-up Empirical Risk Minimization: Optimization of Incomplete U-statistics., , and . CoRR, (2015)Trade-offs in Large-Scale Distributed Tuplewise Estimation and Learning., , , , and . CoRR, (2019)A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images., , , , and . EMNLP, page 1478-1487. Association for Computational Linguistics, (2018)Supervised metric learning with generalization guarantees. (Apprentissage supervisé de métriques avec garanties en généralisation).. Jean Monnet University, Saint-Étienne, France, (2012)Robustness and generalization for metric learning., and . Neurocomputing, (2015)An Experimental Study on Learning with Good Edit Similarity Functions., , and . ICTAI, page 126-133. IEEE Computer Society, (2011)