Albert Senen-Cerda

11 papers Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Almost Sure Convergence of Dropout Algorithms for Neural Networks.
J. Mach. Learn. Res.
Albert Senen-Cerda, Jaron Sanders
2025 J jnl
Detection and evaluation of clusters within sequential data.
Data Min. Knowl. Discov.
Alexander Van Werde, Albert Senen-Cerda, Gianluca Kosmella, Jaron Sanders
2025 J jnl
Score-Aware Policy-Gradient and Performance Guarantees using Local Lyapunov Stability.
J. Mach. Learn. Res.
Céline Comte, Matthieu Jonckheere, Jaron Sanders, Albert Senen-Cerda
2023 J jnl
Score-Aware Policy-Gradient Methods and Performance Guarantees using Local Lyapunov Conditions: Applications to Product-Form Stochastic Networks and Queueing Systems.
CoRR
Céline Comte, Matthieu Jonckheere, Jaron Sanders, Albert Senen-Cerda
2022 — conf
Asymptotic Convergence Rate of Dropout on Shallow Linear Neural Networks.
SIGMETRICS (Abstracts)
Albert Senen-Cerda, Jaron Sanders
2022 J jnl
Asymptotic Convergence Rate of Dropout on Shallow Linear Neural Networks.
Proc. ACM Meas. Anal. Comput. Syst.
Albert Senen-Cerda, Jaron Sanders
2022 J jnl
Detection and Evaluation of Clusters within Sequential Data.
CoRR
Alexander Van Werde, Albert Senen-Cerda, Gianluca Kosmella, Jaron Sanders
2022 J jnl
Universal Approximation in Dropout Neural Networks.
J. Mach. Learn. Res.
Oxana A. Manita, Mark A. Peletier, Jacobus W. Portegies, Jaron Sanders, Albert Senen-Cerda
2020 J jnl
Almost Sure Convergence of Dropout Algorithms for Neural Networks.
CoRR
Albert Senen-Cerda, Jaron Sanders
2020 J jnl
Asymptotic convergence rate of Dropout on shallow linear neural networks.
CoRR
Albert Senen-Cerda, Jaron Sanders
2020 J jnl
Universal Approximation in Dropout Neural Networks.
CoRR
Oxana A. Manita, Mark A. Peletier, Jacobus W. Portegies, Jaron Sanders, Albert Senen-Cerda