Cover Image

Random Normed k-Means: A Paradigm-Shift in Clustering within Probabilistic Metric Spaces

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hemdanou, Abderrafik Laakel, Achtoun, Youssef, Sefian, Mohammed Lamarti, Tahiri, Ismail, Afia, Abdellatif El
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Probability
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Cluster Random Fields and Random-Shift Representations
by: Hashorva, Enkelejd
Published: (2022)

Fixed Point Property in G-Complete Fuzzy Metric Space
by: Tahiri, Ismail, et al.
Published: (2024)

Norms of Randomized Circulant Matrices
by: Latała, Rafał, et al.
Published: (2021)

Deviation Inequalities for the Spectral Norm of Structured Random Matrices
by: Dai, Guozheng, et al.
Published: (2024)

On the Uniqueness of Fréchet Means for Polytope Norms
by: Talbut, Roan, et al.
Published: (2026)

Worst-Case and Smoothed Analysis of the Hartigan-Wong Method for k-Means Clustering
by: Manthey, Bodo, et al.
Published: (2023)

Random Walk in Random Environment: A short introduction
by: Bouchattaoui, Mouad El
Published: (2024)

Applications of the Quantile-Based Probabilistic Mean Value Theorem to Distorted Distributions
by: Di Crescenzo, Antonio, et al.
Published: (2024)

The Impact of Pinning Points on Memorylessness in Lévy Random Bridges
by: Louriki, Mohammed
Published: (2024)

Simple Norm Bounds for Polynomial Random Matrices via Decoupling
by: Tulsiani, Madhur, et al.
Published: (2024)

Completely Bounded Norms of $k$-positive Maps
by: Aubrun, Guillaume, et al.
Published: (2024)

Bootstrap Percolation on the Binomial Random $k$-uniform Hypergraph
by: Kang, Mihyun, et al.
Published: (2024)

Variational Tail Bounds for Norms of Random Vectors and Matrices
by: Bahmani, Sohail
Published: (2025)

Uniqueness and Mixing in the Low-Temperature Random-Cluster Model on Trees and Random Graphs
by: Blanca, Antonio, et al.
Published: (2026)

Limit Laws for the Distance to Fréchet Means of Random Graphs
by: Feng, Qunqiang, et al.
Published: (2026)

An Introduction to the Hausdorff Measure and Its Applications in Fractal Geometry
by: Nechba, Mohammed, et al.
Published: (2023)

A Geometric Perspective on the Injective Norm of Sums of Random Tensors
by: Bandeira, Afonso S., et al.
Published: (2024)

On the Injective Norm of Sums of Random Tensors and the Moments of Gaussian Chaoses
by: Aden-Ali, Ishaq
Published: (2025)

Sampling from Mean-Field Gibbs Measures via Diffusion Processes
by: Alaoui, Ahmed El, et al.
Published: (2023)

Fixed Point Theorems for Kannan and Chatterjea-type Mappings in Probabilistic Cone Metric Spaces
by: Rada, Elvin
Published: (2025)

A Probabilistic Approach to Discounted Infinite Horizon and Invariant Mean Field Games
by: Carmona, René, et al.
Published: (2024)

On a class of unbalanced step-reinforced random walks
by: Aguech, Rafik, et al.
Published: (2025)

Bulk Universality for Sparse Complex non-Hermitian Random Matrices
by: Osman, Mohammed
Published: (2025)

Universality for Diagonal Eigenvector Overlaps of non-Hermitian Random Matrices
by: Osman, Mohammed
Published: (2024)

Logarithmic Mixing of Random Walks on Dynamical Random Cluster Models
by: Galanis, Andreas, et al.
Published: (2026)

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

VaR at Its Extremes: Impossibilities and Conditions for One-Sided Random Variables
by: Mohammed, Nawaf
Published: (2025)

Least Non-Zero Singular Value and the Distribution of Eigenvectors of non-Hermitian Random Matrices
by: Osman, Mohammed
Published: (2024)

LIDARLearn: A Unified Deep Learning Library for 3D Point Cloud Classification, Segmentation, and Self-Supervised Representation Learning
by: Ohamouddou, Said, et al.
Published: (2026)

Dynamic Graph CNN with Jacobi Kolmogorov-Arnold Networks for 3D Classification of Point Sets
by: Afia, Hanaa El, et al.
Published: (2025)

A Probabilistic Interpretation of the Master Equation Arising from Mean Field Games with Jump Diffusion
by: Liu, Jiusheng, et al.
Published: (2026)

Random additive perturbation of a $k$ term recurrence relation
by: Jager, Lisette, et al.
Published: (2024)

Inferences for Random Graphs Evolved by Clustering Attachment
by: Markovich, Natalia, et al.
Published: (2024)

Algorithmic Randomness and Probabilistic Laws
by: Barrett, Jeffrey A., et al.
Published: (2023)

Operator Norm Bounds for Multi-leg Matrix Tensors and Applications to Random Matrix Theory
by: Collins, Benoît, et al.
Published: (2026)

The Einstein Relation on Metric Measure Spaces
by: Burghart, Fabian, et al.
Published: (2019)

Delocalization of Non-Mean-Field Random Matrices in Dimensions $d\ge 3$
by: Dubova, Sofiia, et al.
Published: (2025)

Further Developments on Stochastic Dominance for Convex Combinations of Infinite-Mean Random Variables
by: Zeng, Keyi, et al.
Published: (2025)

Sharp Mixing Rates for Markov Chains on General Spaces with Unbounded Random Environments
by: Lovas, Attila, et al.
Published: (2025)

An Analytic Construction of Random Variables in Lebesgue Spaces
by: Reyna-Castañeda, Hugo Guadalupe, et al.
Published: (2025)