Cover Image

A Statistical Framework for Model Selection in LSTM Networks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Mostafa, Fahad
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Artificial Intelligence Applications Other Statistics 62M10, 92B20, 62P10, 62P99
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Dynamical Survival Analysis for Modeling Hazard Functions with Nonlinear Systems
by: Liyanage, Dananjani, et al.
Published: (2026)

Nonparametric Vector Quantile Autoregression
by: González-Sanz, Alberto, et al.
Published: (2025)

Identification and estimation of structural vector autoregressive models via LU decomposition
by: Shimokawa, Masato, et al.
Published: (2025)

Sex at birth could well be a biological coin toss.... Beware of conditioning on post-baseline information
by: Lok, Judith J., et al.
Published: (2025)

Alternative proof for the bias of the hot hand statistic of streak length one
by: Janisch, Maximilian
Published: (2024)

Opening the Black Box: Nowcasting Singapore's GDP Growth and its Explainability
by: Attolico, Luca
Published: (2025)

Heritability: A Counterfactual Perspective
by: Lei, Haochen, et al.
Published: (2026)

Cubic lower record-based transmuted family of distributions: Theory, Estimation, Applications
by: Tanış, Caner
Published: (2026)

Explainable Machine Learning for Macroeconomic and Financial Nowcasting: A Decision-Grade Framework for Business and Policy
by: Attolico, Luca
Published: (2025)

Functional Random Forest with Adaptive Cost-Sensitive Splitting for Imbalanced Functional Data Classification
by: Mostafa, Fahad, et al.
Published: (2025)

Maximum Entropy Estimation of Heterogeneous Causal Effects
by: Knaeble, Brian, et al.
Published: (2024)

The evolving categories multinomial distribution: introduction with applications to movement ecology and vote transfer
by: Vergara, Ricardo Carrizo, et al.
Published: (2025)

Impossibility results for equating the Youden Index with average scoring rules and Tjur $R^2$-like metrics
by: Hoessly, Linard
Published: (2024)

The Aligned Economic Index & The State Switching Model
by: Aarab, Ilias
Published: (2025)

Defining 3-dimensional marine provinces with phytoplankton compositions
by: Pulgrossi, Rafael Catoia, et al.
Published: (2025)

Maximal Ancillarity, Semiparametric Efficiency, and the Elimination of Nuisances
by: Hallin, Marc, et al.
Published: (2026)

Bayesian Inference for Left-Truncated Log-Logistic Distributions for Time-to-event Data Analysis
by: Mostafa, Fahad, et al.
Published: (2025)

Modelling clusters in network time series with an application to presidential elections in the USA
by: Nason, Guy, et al.
Published: (2024)

Inference for Local Projections
by: Inoue, Atsushi, et al.
Published: (2023)

Generalized coarsened confounding for causal effects: a large-sample framework
by: Ghosh, Debashis, et al.
Published: (2025)

Partial Identification of the Average Treatment Effect with Stochastic Counterfactuals and Discordant Twins
by: Knaeble, Brian, et al.
Published: (2024)

Extended-support beta regression for $[0, 1]$ responses
by: Kosmidis, Ioannis, et al.
Published: (2024)

Bivariate generalized autoregressive models for forecasting bivariate non-Gaussian times series
by: Ribeiro, Tatiane Fontana, et al.
Published: (2025)

Loss Functions for Detecting Outliers in Panel Data
by: Coleman, Charles D., et al.
Published: (2025)

Simple yet effective: a comparative study of statistical models for yearly hurricane forecasting
by: Colombo, Pietro, et al.
Published: (2024)

Forecasting Geopolitical Events with a Sparse Temporal Fusion Transformer and Gaussian Process Hybrid: A Case Study in Middle Eastern and U.S. Conflict Dynamics
by: Huang, Hsin-Hsiung, et al.
Published: (2025)

P3LS: Point Process Partial Least Squares
by: Namdari, Jamshid, et al.
Published: (2024)

Uniform Validity of the Subset Anderson-Rubin Test under Heteroskedasticity and Nonlinearity
by: Inoue, Atsushi, et al.
Published: (2025)

Impact of rainfall risk on rice production: realized volatility in mean model
by: Ghosh, Soham, et al.
Published: (2025)

Exponential Spatiotemporal GARCH Model with Asymmetric Volatility Spillovers
by: Chrisko, Ariane Nidelle Meli, et al.
Published: (2025)

A sensitivity analysis for non-inferiority studies with non-randomised data
by: Kabata, Daijiro, et al.
Published: (2025)

Asymptotic confidence intervals for the difference and the ratio of the weighted kappa coefficients of two diagnostic tests subject to a paired design
by: Roldan-Nofuentes, Jose Antonio, et al.
Published: (2024)

Comparison of the likelihood ratios of two diagnostic tests subject to a paired design: confidence intervals and sample size
by: Roldan-Nofuentes, Jose Antonio, et al.
Published: (2024)

Bayesian estimation of the number of significant principal components for cultural data
by: Macdonald, Joshua C., et al.
Published: (2024)

A changepoint approach to modelling non-stationary soil moisture dynamics
by: Gong, Mengyi, et al.
Published: (2023)

Cross-Population Amplitude Coupling in High-Dimensional Oscillatory Neural Time Series
by: Bong, Heejong, et al.
Published: (2021)

Semiparametric Volatility Model with Varying Frequencies
by: Benito, Jetrei Benedick R., et al.
Published: (2021)

Rank tests for time-varying covariance matrices observed under noise
by: Reiß, Markus, et al.
Published: (2026)

Switching between states and the COVID-19 turbulence
by: Aarab, Ilias
Published: (2025)

Statistical inference for Levy-driven graph supOU processes: From short- to long-memory in high-dimensional time series
by: Mehta, Shreya, et al.
Published: (2025)