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Disambiguation of "Roosta, Fred"

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Avoiding Kernel Fixed Points: Computing with ELU and GELU Infinite Networks.

, , , , and . CoRR, (2020)

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Ali Akbar Roosta

Mehdy Roosta Azad

Matthias Frederichs

Marie-Catherine Frederiksen

Volker Frederking

 

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LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data., , , and . J. Mach. Learn. Res., (2022)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)Convergence of Newton-MR under Inexact Hessian Information., and . SIAM J. Optim., 31 (1): 59-90 (2021)Inexact Newton-type Methods for Optimisation with Nonnegativity Constraints., and . ICML, OpenReview.net, (2024)Manifold Integrated Gradients: Riemannian Geometry for Feature Attribution., , , and . ICML, OpenReview.net, (2024)Crop Type Prediction Utilising a Long Short-Term Memory with a Self-Attention for Winter Crops in Australia., , , , , , , and . IGARSS, page 2742-2745. IEEE, (2022)Non-PSD matrix sketching with applications to regression and optimization., , and . UAI, volume 161 of Proceedings of Machine Learning Research, page 1841-1851. AUAI Press, (2021)Avoiding Kernel Fixed Points: Computing with ELU and GELU Infinite Networks., , , , and . AAAI, page 9967-9977. AAAI Press, (2021)