Imagen de Portada

Statistical Consistency of Discrete-to-Continuous Limits of Determinantal Point Processes

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Jaquard, Hugo, Keriven, Nicolas
Formato:	Preprint
Publicado:	2026
Materias:	Probability Statistics Theory Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Statistical Limits in Random Tensors with Multiple Correlated Spikes
por: Qi, Yang, et al.
Publicado: (2025)

Random Multi-Type Spanning Forests for Synchronization on Sparse Graphs
por: Jaquard, Hugo, et al.
Publicado: (2024)

Information-Theoretic Limits and Strong Consistency on Binary Non-uniform Hypergraph Stochastic Block Models
por: Wang, Hai-Xiao
Publicado: (2023)

Statistical limits of correlation detection in trees
por: Ganassali, Luca, et al.
Publicado: (2022)

Consistency and Inconsistency in $K$-Means Clustering
por: Blanchard, Moïse, et al.
Publicado: (2025)

Limit theorems of Chatterjee's rank correlation
por: Lin, Zhexiao, et al.
Publicado: (2022)

Wasserstein Parallel Transport for Predicting the Dynamics of Statistical Systems
por: Saidi, Tristan Luca, et al.
Publicado: (2026)

Central Limit Theorem for Bayesian Neural Network trained with Variational Inference
por: Descours, Arnaud, et al.
Publicado: (2024)

Limit Theorems for Stochastic Gradient Descent in High-Dimensional Single-Layer Networks
por: Rangriz, Parsa
Publicado: (2025)

Low-degree Lower bounds for clustering in moderate dimension
por: Carpentier, Alexandra, et al.
Publicado: (2026)

Sample Path Regularity of Gaussian Processes from the Covariance Kernel
por: Da Costa, Nathaël, et al.
Publicado: (2023)

Phase Transition for Stochastic Block Model with more than $\sqrt{n}$ Communities
por: Carpentier, Alexandra, et al.
Publicado: (2025)

Phase Transition for Stochastic Block Model with more than $\sqrt{n}$ Communities (II)
por: Carpentier, Alexandra, et al.
Publicado: (2025)

Likelihood Geometry of Determinantal Point Processes
por: Friedman, Hannah, et al.
Publicado: (2023)

Scaling Laws from Sequential Feature Recovery: A Solvable Hierarchical Model
por: Wortsman-Zurich, Arie, et al.
Publicado: (2026)

Matrix Denoising with Doubly Heteroscedastic Noise: Fundamental Limits and Optimal Spectral Methods
por: Zhang, Yihan, et al.
Publicado: (2024)

Gradient-flow SDEs have unique transient population dynamics
por: Guan, Vincent, et al.
Publicado: (2025)

Variational Optimality of Föllmer Processes in Generative Diffusions
por: Chen, Yifan, et al.
Publicado: (2026)

Entropy contraction of the Gibbs sampler under log-concavity
por: Ascolani, Filippo, et al.
Publicado: (2024)

Notes on Forré's Notion of Conditional Independence and Causal Calculus for Continuous Variables
por: Chen, Leihao
Publicado: (2026)

Scaling Limits of Long-Context Transformers
por: Bruno, Giuseppe, et al.
Publicado: (2026)

Detecting Abrupt Changes in Point Processes: Fundamental Limits and Applications
por: Brandenberger, Anna, et al.
Publicado: (2025)

Sampling from multimodal distributions with warm starts: Non-asymptotic bounds for the Reweighted Annealed Leap-Point Sampler
por: Lee, Holden, et al.
Publicado: (2025)

Statistical Inference for Linear Functionals of Online SGD in High-dimensional Linear Regression
por: Agrawalla, Bhavya, et al.
Publicado: (2023)

Statistical guarantees for continuous-time policy evaluation: blessing of ellipticity and new tradeoffs
por: Mou, Wenlong
Publicado: (2025)

Nonlinear Filtering and Spatial Asymptotic Consistency for SPDEs Observed via Spatio-Temporal Point Processes
por: Szalankiewicz, Jan, et al.
Publicado: (2024)

Consistent spectral clustering in sparse tensor block models
por: Välimaa, Ian, et al.
Publicado: (2025)

Gaussian Processes and Reproducing Kernels: Connections and Equivalences
por: Kanagawa, Motonobu, et al.
Publicado: (2025)

Diffusion Models with Heavy-Tailed Targets: Score Estimation and Sampling Guarantees
por: Yu, Yifeng, et al.
Publicado: (2026)

The optimal betting wealth growth rate
por: Ram, Ashwin, et al.
Publicado: (2026)

Bayesian Inference with Shaped Deep Non-linear MLPs
por: Hanin, Boris, et al.
Publicado: (2026)

Robust Predictive Uncertainty and Double Descent in Contaminated Bayesian Random Features
por: Caprio, Michele, et al.
Publicado: (2026)

Power one sequential tests exist for weakly compact $\mathscr P$ against $\mathscr P^c$
por: Ram, Ashwin, et al.
Publicado: (2026)

Lipschitz regularity in Flow Matching and Diffusion Models: sharp sampling rates and functional inequalities
por: Stéphanovitch, Arthur
Publicado: (2026)

Schrödinger bridge problem via empirical risk minimization
por: Belomestny, Denis, et al.
Publicado: (2026)

Sharp Concentration Inequalities: Phase Transition and Mixing of Orlicz Tails with Variance
por: Shen, Yinan, et al.
Publicado: (2026)

A Complete Decomposition of Stochastic Differential Equations
por: Duffield, Samuel
Publicado: (2026)

Asymptotically optimal sequential change detection for bounded means
por: Ram, Ashwin, et al.
Publicado: (2026)

Sampling from Constrained Gibbs Measures: with Applications to High-Dimensional Bayesian Inference
por: Wang, Ruixiao, et al.
Publicado: (2026)

Optimal sequential tests yield log-optimal e-processes
por: Ram, Ashwin, et al.
Publicado: (2026)