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Fluctuations, Bias, Variance & Ensemble of Learners: Exact Asymptotics for Convex Losses in High-Dimension.

, , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 14283-14314. PMLR, (2022)

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Secure Coding via Gaussian Random Fields., , , , and . ISIT, page 1241-1246. IEEE, (2022)To Boldly Dive Where No One Has Gone Before: Experiments in Coordinated Robotic Ocean Exploration., , , , , , , , , and 15 other author(s). ISER, volume 19 of Springer Proceedings in Advanced Robotics, page 472-487. Springer, (2020)Generalization Error Rates in Kernel Regression: The Crossover from the Noiseless to Noisy Regime., , , and . NeurIPS, page 10131-10143. (2021)Learning Gaussian Mixtures with Generalized Linear Models: Precise Asymptotics in High-dimensions., , , , , and . NeurIPS, page 10144-10157. (2021)Are Gaussian Data All You Need? The Extents and Limits of Universality in High-Dimensional Generalized Linear Estimation., , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 27680-27708. PMLR, (2023)Exact asymptotics for phase retrieval and compressed sensing with random generative priors., , , , and . CoRR, (2019)Exact asymptotics for phase retrieval and compressed sensing with random generative priors., , , , and . MSML, volume 107 of Proceedings of Machine Learning Research, page 55-73. PMLR, (2020)Fluctuations, Bias, Variance & Ensemble of Learners: Exact Asymptotics for Convex Losses in High-Dimension., , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 14283-14314. PMLR, (2022)EVERUN: Enabling Power Consumption Monitoring in Underwater Networking Platforms., , , , , , , and . WiNTECH, page 83-90. ACM, (2017)Learning Two-Layer Neural Networks, One (Giant) Step at a Time., , , , and . CoRR, (2023)