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Stochastic Gradient Flow Dynamics of Test Risk and its Exact Solution for Weak Features.

, , and . ICML, OpenReview.net, (2024)

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Analysis of Coupled Scalar Systems by Displacement Convexity., , , and . CoRR, (2017)Concentration of magnetization for linear block codes., , and . ISIT, page 1433-1437. IEEE, (2008)Solving Non-linear Kolmogorov Equations in Large Dimensions by Using Deep Learning: A Numerical Comparison of Discretization Schemes., and . J. Sci. Comput., 94 (1): 8 (2023)Rectangular Rotational Invariant Estimator for High-Rank Matrix Estimation., and . CoRR, (2024)The committee machine: Computational to statistical gaps in learning a two-layers neural network., , , , , and . NeurIPS, page 3227-3238. (2018)Decay of Correlations for Sparse Graph Error Correcting Codes., and . SIAM J. Discret. Math., 25 (2): 956-988 (2011)Bounds for Random Constraint Satisfaction Problems via Spatial Coupling., , , and . SODA, page 469-479. SIAM, (2016)I-MMSE relations in random linear estimation and a sub-extensive interpolation method., and . ISIT, page 2108-2112. IEEE, (2017)Approaching the rate-distortion limit by spatial coupling with belief propagation and decimation., , and . ISIT, page 1177-1181. IEEE, (2013)Near concavity of the growth rate for coupled LDPC chains., , and . ISIT, page 356-360. IEEE, (2011)