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Out-of-Sample Extensions for LLE, Isomap, MDS, Eigenmaps, and Spectral Clustering.

, , , , , and . NIPS, page 177-184. MIT Press, (2003)

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Spectral Dimensionality Reduction., , , , , and . Feature Extraction, volume 207 of Studies in Fuzziness and Soft Computing, Springer, (2006)On the interplay between noise and curvature and its effect on optimization and generalization., , , , , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 3503-3513. PMLR, (2020)Target-based Surrogates for Stochastic Optimization., , , , and . CoRR, (2023)A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Training Sets., , and . NIPS, page 2672-2680. (2012)An operator view of policy gradient methods., , and . NeurIPS, (2020)Batch Reinforcement Learning Through Continuation Method., , , , , and . ICLR, OpenReview.net, (2021)The Value Function Polytope in Reinforcement Learning., , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 1486-1495. PMLR, (2019)Rank reduction of a class of pfaffian systems in two variables., and . ISSAC, page 204-211. ACM, (2006)Large-Scale Real-Time Product Recommendation at Criteo., , and . RecSys, page 232. ACM, (2015)Unraveling the Interconnected Axes of Heterogeneity in Machine Learning for Democratic and Inclusive Advancements., , , and . EAAMO, page 33:1-33:12. ACM, (2023)