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Sketching curvature for efficient out-of-distribution detection for deep neural networks.

, , and . UAI, volume 161 of Proceedings of Machine Learning Research, page 1958-1967. AUAI Press, (2021)

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On the Effects of Data Heterogeneity on the Convergence Rates of Distributed Linear System Solvers., , , and . CDC, page 8394-8399. IEEE, (2023)Uncertainty in Contrastive Learning: On the Predictability of Downstream Performance., and . CoRR, (2022)SketchOGD: Memory-Efficient Continual Learning., , , and . CoRR, (2023)A Stochastic Interpretation of Stochastic Mirror Descent: Risk-Sensitive Optimality., and . CDC, page 3960-3965. IEEE, (2019)Online Learning for Traffic Routing under Unknown Preferences., , , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 3210-3229. PMLR, (2023)Sketching curvature for efficient out-of-distribution detection for deep neural networks., , and . UAI, volume 161 of Proceedings of Machine Learning Research, page 1958-1967. AUAI Press, (2021)A Study of Generalization of Stochastic Mirror Descent Algorithms on Overparameterized Nonlinear Models., , and . ICASSP, page 3132-3136. IEEE, (2020)Orthogonal Gradient Descent for Continual Learning., , , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 3762-3773. PMLR, (2020)Learning Control-Oriented Dynamical Structure from Data., , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 29051-29062. PMLR, (2023)Data-Driven Control with Inherent Lyapunov Stability., , and . CDC, page 6032-6037. IEEE, (2023)