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Joint Stabilization and Regret Minimization through Switching in Systems with Actuator Redundancy., , и . CoRR, (2021)Finite-time System Identification and Adaptive Control in Autoregressive Exogenous Systems., , , и . L4DC, том 144 из Proceedings of Machine Learning Research, стр. 967-979. PMLR, (2021)Supervised Learning with General Risk Functionals., , , и . ICML, том 162 из Proceedings of Machine Learning Research, стр. 12570-12592. PMLR, (2022)Competitive Gradient Optimization., , и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 35243-35276. PMLR, (2023)Universal Functional Regression with Neural Operator Flows., , , и . CoRR, (2024)Timing as an Action: Learning When to Observe and Act., , , , и . AISTATS, том 238 из Proceedings of Machine Learning Research, стр. 3979-3987. PMLR, (2024)Functional Linear Regression of Cumulative Distribution Functions., , и . Trans. Mach. Learn. Res., (2024)Dynamical Measure Transport and Neural PDE Solvers for Sampling., , , , , , и . CoRR, (2024)Guaranteed Approximation Bounds for Mixed-Precision Neural Operators., , , , , , и . ICLR, OpenReview.net, (2024)Neural Operators with Localized Integral and Differential Kernels., , , , , и . ICML, OpenReview.net, (2024)