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Generalization Properties of Stochastic Optimizers via Trajectory Analysis., , , и . CoRR, (2021)The Interpolating Information Criterion for Overparameterized Models., , , , и . CoRR, (2023)Compressing Deep ODE-Nets using Basis Function Expansions., , , и . CoRR, (2021)Multiplicative Noise and Heavy Tails in Stochastic Optimization., и . ICML, том 139 из Proceedings of Machine Learning Research, стр. 4262-4274. PMLR, (2021)Generalization Bounds using Lower Tail Exponents in Stochastic Optimizers., , , и . ICML, том 162 из Proceedings of Machine Learning Research, стр. 8774-8795. PMLR, (2022)Monotonicity and Double Descent in Uncertainty Estimation with Gaussian Processes., , , и . CoRR, (2022)When are ensembles really effective?, , , , и . CoRR, (2023)Test Accuracy vs. Generalization Gap: Model Selection in NLP without Accessing Training or Testing Data., , , , , , и . KDD, стр. 3011-3021. ACM, (2023)Stateful ODE-Nets using Basis Function Expansions., , , и . NeurIPS, стр. 21770-21781. (2021)Lipschitz Recurrent Neural Networks., , , , и . ICLR, OpenReview.net, (2021)