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Efficient Full-Matrix Adaptive Regularization.

, , , , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 102-110. PMLR, (2019)

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Not-So-Random Features., , and . CoRR, (2017)The Case for Full-Matrix Adaptive Regularization., , , , , , and . CoRR, (2018)Pareto Frontiers in Neural Feature Learning: Data, Compute, Width, and Luck., , , , and . CoRR, (2023)Anti-Concentrated Confidence Bonuses for Scalable Exploration., , , , and . CoRR, (2021)Autocalibrating Gaze Tracking: A Demonstration through Gaze Typing., , , , and . CoRR, (2023)Spectral Filtering for General Linear Dynamical Systems., , , , and . NeurIPS, page 4639-4648. (2018)Acceleration via Fractal Learning Rate Schedules., , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 87-99. PMLR, (2021)Towards Provable Control for Unknown Linear Dynamical Systems., , , , , and . ICLR (Workshop), OpenReview.net, (2018)Machine Learning for Mechanical Ventilation Control (Extended Abstract)., , , , , , , , , and 3 other author(s). CoRR, (2021)Understanding and Improving Neural Active Learning on Heteroskedastic Distributions., , , , , and . ECAI, volume 372 of Frontiers in Artificial Intelligence and Applications, page 1248-1255. IOS Press, (2023)