Fast leave-one-cluster-out cross-validation using clustered Network Information Criterion (NICc)
Fuente:
arXiv
Guardado en:
| Autores principales: | Qiu, Jiaxing, Lake, Douglas E., Chernyavskiy, Pavel, Henry, Teague R. |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Distributional bias compromises leave-one-out cross-validation
por: Austin, George I., et al.
Publicado: (2024)
por: Austin, George I., et al.
Publicado: (2024)
Automatic cross-validation in structured models: Is it time to leave out leave-one-out?
por: Adin, A., et al.
Publicado: (2023)
por: Adin, A., et al.
Publicado: (2023)
Turtle shell clustering: A mixture approach to discriminative clustering with applications to flow cytometry and other data
por: Neal, Mackenzie R., et al.
Publicado: (2026)
por: Neal, Mackenzie R., et al.
Publicado: (2026)
Order Selection in Vector Autoregression by Mean Square Information Criterion
por: Hellstern, Michael, et al.
Publicado: (2025)
por: Hellstern, Michael, et al.
Publicado: (2025)
Joint leave-group-out cross-validation in Bayesian spatial models
por: Cooper, Alex, et al.
Publicado: (2025)
por: Cooper, Alex, et al.
Publicado: (2025)
A proposal for PU classification under Non-SCAR using clustering and logistic model
por: Furmanczyk, Konrad, et al.
Publicado: (2026)
por: Furmanczyk, Konrad, et al.
Publicado: (2026)
The elbow statistic: Multiscale clustering statistical significance
por: Perez-Reche, Francisco J.
Publicado: (2026)
por: Perez-Reche, Francisco J.
Publicado: (2026)
Interpretable Clustering with the Distinguishability Criterion
por: Turfah, Ali, et al.
Publicado: (2024)
por: Turfah, Ali, et al.
Publicado: (2024)
Entropy regularization in probabilistic clustering
por: Franzolini, Beatrice, et al.
Publicado: (2023)
por: Franzolini, Beatrice, et al.
Publicado: (2023)
Efficient and scalable clustering of survival curves
por: Villanueva, Nora M., et al.
Publicado: (2025)
por: Villanueva, Nora M., et al.
Publicado: (2025)
Modeling high dimensional point clouds with the spherical cluster model
por: Cazals, Frédéric, et al.
Publicado: (2025)
por: Cazals, Frédéric, et al.
Publicado: (2025)
Identifying nonlinear relations among random variables: A network analytic approach
por: Slipetz, Lindley R., et al.
Publicado: (2024)
por: Slipetz, Lindley R., et al.
Publicado: (2024)
Dendrogram of mixing measures: Hierarchical clustering and model selection for finite mixture models
por: Do, Dat, et al.
Publicado: (2024)
por: Do, Dat, et al.
Publicado: (2024)
VICatMix: variational Bayesian clustering and variable selection for discrete biomedical data
por: Rao, Jackie, et al.
Publicado: (2024)
por: Rao, Jackie, et al.
Publicado: (2024)
The generalized underlap coefficient with an application in clustering
por: Zhang, Zhaoxi, et al.
Publicado: (2026)
por: Zhang, Zhaoxi, et al.
Publicado: (2026)
Generalized Criterion for Identifiability of Additive Noise Models Using Majorization
por: Dallakyan, Aramayis, et al.
Publicado: (2024)
por: Dallakyan, Aramayis, et al.
Publicado: (2024)
Simultaneous analysis of approximate leave-one-out cross-validation and mean-field inference
por: Bellec, Pierre C
Publicado: (2025)
por: Bellec, Pierre C
Publicado: (2025)
Multi-task learning via robust regularized clustering with non-convex group penalties
por: Okazaki, Akira, et al.
Publicado: (2024)
por: Okazaki, Akira, et al.
Publicado: (2024)
Corrected generalized cross-validation for finite ensembles of penalized estimators
por: Bellec, Pierre C., et al.
Publicado: (2023)
por: Bellec, Pierre C., et al.
Publicado: (2023)
A Skewness-Based Criterion for Addressing Heteroscedastic Noise in Causal Discovery
por: Lin, Yingyu, et al.
Publicado: (2024)
por: Lin, Yingyu, et al.
Publicado: (2024)
Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation
por: Hespeler, Steven C., et al.
Publicado: (2025)
por: Hespeler, Steven C., et al.
Publicado: (2025)
A spectral clustering-type algorithm for the consistent estimation of the Hurst distribution in moderately high dimensions
por: Abry, Patrice, et al.
Publicado: (2025)
por: Abry, Patrice, et al.
Publicado: (2025)
Multiplex Dirichlet stochastic block model for clustering multidimensional compositional networks
por: Promskaia, Iuliia, et al.
Publicado: (2024)
por: Promskaia, Iuliia, et al.
Publicado: (2024)
Interventional Imbalanced Multi-Modal Representation Learning via $β$-Generalization Front-Door Criterion
por: Li, Yi, et al.
Publicado: (2024)
por: Li, Yi, et al.
Publicado: (2024)
Ordinal Outcome State-Space Models for Intensive Longitudinal Data
por: Henry, Teague R., et al.
Publicado: (2023)
por: Henry, Teague R., et al.
Publicado: (2023)
Pre-validation Revisited
por: Shang, Jing, et al.
Publicado: (2025)
por: Shang, Jing, et al.
Publicado: (2025)
FCPCA: Fuzzy clustering of high-dimensional time series based on common principal component analysis
por: Ma, Ziling, et al.
Publicado: (2025)
por: Ma, Ziling, et al.
Publicado: (2025)
A Transfer Learning Framework for Multilayer Networks via Model Averaging
por: Qiu, Yongqin, et al.
Publicado: (2025)
por: Qiu, Yongqin, et al.
Publicado: (2025)
Nested stochastic block model for simultaneously clustering networks and nodes
por: Josephs, Nathaniel, et al.
Publicado: (2023)
por: Josephs, Nathaniel, et al.
Publicado: (2023)
Reliable data clustering with Bayesian community detection
por: Neuman, Magnus, et al.
Publicado: (2025)
por: Neuman, Magnus, et al.
Publicado: (2025)
A novel k-means clustering approach using two distance measures for Gaussian data
por: Gada, Naitik
Publicado: (2025)
por: Gada, Naitik
Publicado: (2025)
Spectral clustering for dependent community Hawkes process models of temporal networks
por: Zhao, Lingfei, et al.
Publicado: (2025)
por: Zhao, Lingfei, et al.
Publicado: (2025)
A distribution-free mixed-integer optimization approach to hierarchical modelling of clustered and longitudinal data
por: Sankaranarayanan, Madhav, et al.
Publicado: (2023)
por: Sankaranarayanan, Madhav, et al.
Publicado: (2023)
Large language model validity via enhanced conformal prediction methods
por: Cherian, John J., et al.
Publicado: (2024)
por: Cherian, John J., et al.
Publicado: (2024)
Cross-validating causal discovery via Leave-One-Variable-Out
por: Schkoda, Daniela, et al.
Publicado: (2024)
por: Schkoda, Daniela, et al.
Publicado: (2024)
Using representation balancing to learn conditional-average dose responses from clustered data
por: Bockel-Rickermann, Christopher, et al.
Publicado: (2023)
por: Bockel-Rickermann, Christopher, et al.
Publicado: (2023)
Dimension-agnostic inference using cross U-statistics
por: Kim, Ilmun, et al.
Publicado: (2020)
por: Kim, Ilmun, et al.
Publicado: (2020)
Fast approximative estimation of conditional Shapley values when using a linear regression model or a polynomial regression model
por: Aanes, Fredrik Lohne
Publicado: (2025)
por: Aanes, Fredrik Lohne
Publicado: (2025)
Fast Linear Model Trees by PILOT
por: Raymaekers, Jakob, et al.
Publicado: (2023)
por: Raymaekers, Jakob, et al.
Publicado: (2023)
Inference of Causal Networks using a Topological Threshold
por: Barroso, Filipe, et al.
Publicado: (2024)
por: Barroso, Filipe, et al.
Publicado: (2024)
Ejemplares similares
-
Distributional bias compromises leave-one-out cross-validation
por: Austin, George I., et al.
Publicado: (2024) -
Automatic cross-validation in structured models: Is it time to leave out leave-one-out?
por: Adin, A., et al.
Publicado: (2023) -
Turtle shell clustering: A mixture approach to discriminative clustering with applications to flow cytometry and other data
por: Neal, Mackenzie R., et al.
Publicado: (2026) -
Order Selection in Vector Autoregression by Mean Square Information Criterion
por: Hellstern, Michael, et al.
Publicado: (2025) -
Joint leave-group-out cross-validation in Bayesian spatial models
por: Cooper, Alex, et al.
Publicado: (2025)