Albert Senen-Cerda

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Convergence Rate

Frequent Subsequences

Sequential Data

Top Venues

J. Mach. Learn. Res.

Proc. ACM Meas. Anal. Comput. Syst.

SIGMETRICS (Abstracts)

Publications

Céline Comte, Matthieu Jonckheere, Jaron Sanders, Albert Senen-Cerda
Score-Aware Policy-Gradient Methods and Performance Guarantees using Local Lyapunov Conditions: Applications to Product-Form Stochastic Networks and Queueing Systems. CoRR (2023)
Albert Senen-Cerda, Jaron Sanders
Asymptotic Convergence Rate of Dropout on Shallow Linear Neural Networks. SIGMETRICS (Abstracts) (2022)
Oxana A. Manita, Mark A. Peletier, Jacobus W. Portegies, Jaron Sanders, Albert Senen-Cerda
Universal Approximation in Dropout Neural Networks. J. Mach. Learn. Res. 23 (2022)
Alexander Van Werde, Albert Senen-Cerda, Gianluca Kosmella, Jaron Sanders
Detection and Evaluation of Clusters within Sequential Data. CoRR (2022)
Albert Senen-Cerda, Jaron Sanders
Asymptotic Convergence Rate of Dropout on Shallow Linear Neural Networks. Proc. ACM Meas. Anal. Comput. Syst. 6 (2) (2022)
Albert Senen-Cerda, Jaron Sanders
Asymptotic convergence rate of Dropout on shallow linear neural networks. CoRR (2020)
Oxana A. Manita, Mark A. Peletier, Jacobus W. Portegies, Jaron Sanders, Albert Senen-Cerda
Universal Approximation in Dropout Neural Networks. CoRR (2020)
Albert Senen-Cerda, Jaron Sanders
Almost Sure Convergence of Dropout Algorithms for Neural Networks. CoRR (2020)