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New Algorithms, Better Bounds, and a Novel Model for Online Stochastic Matching.

, , , and . ESA, volume 57 of LIPIcs, page 24:1-24:16. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, (2016)

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Two-Sided Capacitated Submodular Maximization in Gig Platforms.. WINE, volume 14413 of Lecture Notes in Computer Science, page 600-617. Springer, (2023)Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach., , , , , and . AAAI, page 2245-2252. AAAI Press, (2019)Finite-Time Frequentist Regret Bounds of Multi-Agent Thompson Sampling on Sparse Hypergraphs., , , and . AAAI, page 12956-12964. AAAI Press, (2024)Sample Efficient Stochastic Variance-Reduced Cubic Regularization Method., , and . CoRR, (2018)On the optimality of clustering properties of space filling curves., and . PODS, page 215-224. ACM, (2012)Continuous and Discrete-time Accelerated Stochastic Mirror Descent for Strongly Convex Functions., , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 5488-5497. PMLR, (2018)Uncertainty Assessment and False Discovery Rate Control in High-Dimensional Granger Causal Inference., , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 684-693. PMLR, (2017)Global Convergence of Langevin Dynamics Based Algorithms for Nonconvex Optimization., , , and . NeurIPS, page 3126-3137. (2018)Stochastic Gradient Hamiltonian Monte Carlo Methods with Recursive Variance Reduction., , and . NeurIPS, page 3830-3841. (2019)A Finite-Time Analysis of Q-Learning with Neural Network Function Approximation., and . ICML, volume 119 of Proceedings of Machine Learning Research, page 10555-10565. PMLR, (2020)