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Disambiguation of "Roosta, Fred"

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Limit theorems for out-of-sample extensions of the adjacency and Laplacian spectral embeddings.

, , , , and . CoRR, (2019)

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Ali Akbar Roosta

Mehdy Roosta Azad

Eva Fredrich

Jean-Dieudonné Fred

Doris Fredrich

 

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Richer priors for infinitely wide multi-layer perceptrons., , and . CoRR, (2019)Convergence of Newton-MR under Inexact Hessian Information., and . SIAM J. Optim., 31 (1): 59-90 (2021)Non-Uniform Smoothness for Gradient Descent., , and . CoRR, (2023)Newton-ADMM: a distributed GPU-accelerated optimizer for multiclass classification problems., , , , and . SC, page 57. IEEE/ACM, (2020)Monotonicity and Double Descent in Uncertainty Estimation with Gaussian Processes., , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 13085-13117. PMLR, (2023)Newton-type methods for non-convex optimization under inexact Hessian information., , and . Math. Program., 184 (1): 35-70 (2020)Limit theorems for out-of-sample extensions of the adjacency and Laplacian spectral embeddings., , , , and . J. Mach. Learn. Res., (2021)Second-order Optimization for Non-convex Machine Learning: an Empirical Study., , and . SDM, page 199-207. SIAM, (2020)The conference was canceled because of the coronavirus pandemic, the reviewed papers are published in this volume..Avoiding Kernel Fixed Points: Computing with ELU and GELU Infinite Networks., , , , and . CoRR, (2020)Inexact Nonconvex Newton-Type Methods., , , and . INFORMS J. Optim., 3 (2): 154-182 (January 2021)