Cover Image

Statistical learning does not always entail knowledge

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Díaz-Pachón, Daniel Andrés, Gallegos, H. Renata, Hössjer, Ola, Rao, J. Sunil
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Artificial Intelligence Information Theory Probability Statistics Theory 60A99 62A01 68T01 62B10
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

An Approximation Based Theory of Linear Regression
by: Davies, Laurie
Published: (2024)

Axiomatic characterisation of generalized $ψ$-estimators
by: Barczy, Matyas, et al.
Published: (2024)

Markov Combinations of Discrete Statistical Models
by: Marigliano, Orlando, et al.
Published: (2025)

Identifiability in Graphical Discrete Lyapunov Models
by: Recke, Cecilie Olesen, et al.
Published: (2026)

A Trek Rule for the Lyapunov Equation
by: Hansen, Niels Richard
Published: (2024)

Asymptotic uniqueness in long-term prediction
by: Vovk, Vladimir
Published: (2023)

Early Highlights in the History of the Bernstein-von Mises Theorem
by: Fischer, Hans
Published: (2025)

Exchangeability and randomness for infinite and finite sequences
by: Vovk, Vladimir
Published: (2025)

SCoRE Sets: A Versatile Framework for Simultaneous Inference
by: Telschow, Fabian J. E., et al.
Published: (2023)

On statistical model extensions based on randomly stopped extremes
by: Valero, Jordi, et al.
Published: (2024)

Efficiency of nonparametric e-tests
by: Vovk, Vladimir, et al.
Published: (2022)

On the relation between likelihood ratios and p-values for testing success probabilities of Bernoulli trials
by: Kager, Wouter, et al.
Published: (2024)

Posterior Invariance of Multiplicative Contrasts under Margin Constraints in Contingency Tables
by: Stern, Rafael Bassi, et al.
Published: (2026)

The e-value and the Full Bayesian Significance Test: Logical Properties and Philosophical Consequences
by: Stern, Julio Michael, et al.
Published: (2022)

Merging sequential e-values via martingales
by: Vovk, Vladimir, et al.
Published: (2020)

Generalized mutual information and their reference priors under Csizar f-divergence
by: Van Biesbroeck, Antoine
Published: (2023)

An algebraic generalization of the entropy and its application to statistics
by: Schlather, Martin
Published: (2024)

Statistical Unlearning of Distributions: A Hypothesis Testing Approach
by: Pandey, Aaradhya, et al.
Published: (2026)

Identifiability of VAR(1) model in a stationary setting
by: Liu, Bixuan
Published: (2025)

Imprecise Markov Semigroups and their Ergodicity
by: Caprio, Michele, et al.
Published: (2024)

Building test batteries based on analysing random number generator tests within the framework of algorithmic information theory
by: Ryabko, Boris
Published: (2024)

Longitudinal Network Models and Permutation-Uniform Markov Chains
by: Schwartz, William K., et al.
Published: (2021)

Categorical algebra of conditional probability
by: Bohinen, Mika, et al.
Published: (2025)

Conditionality principle under unconstrained randomness
by: Vovk, Vladimir
Published: (2024)

What the Jeffreys-Lindley Paradox Really Is: Correcting a Persistent Misconception
by: Lovric, Miodrag M.
Published: (2025)

Inference by Multiple Identical Observers
by: Barlow, Martin T.
Published: (2024)

Rational partition models under iterative proportional scaling
by: Coons, Jane Ivy, et al.
Published: (2022)

Beyond independent component analysis: identifiability and algorithms
by: Ribot, Alvaro, et al.
Published: (2025)

Functional worst risk minimization
by: Kennerberg, Philip, et al.
Published: (2024)

Confidence and discoveries with e-values
by: Vovk, Vladimir, et al.
Published: (2019)

A Conversation with A. Philip Dawid
by: Vovk, Vladimir, et al.
Published: (2023)

Cumulant Tensors in Partitioned Independent Component Analysis
by: Garrote-López, Marina, et al.
Published: (2024)

Möbius inversion and the iterated bootstrap
by: Schäfer, Florian
Published: (2024)

Identifiability of Polynomial Models from First Principles and via a Gröbner Basis Approach
by: Godolphin, Janet D., et al.
Published: (2024)

Interaction Decomposition of prediction function
by: Iwasawa, Hirokazu, et al.
Published: (2024)

Fundamental bounds on efficiency-confidence trade-off for transductive conformal prediction
by: Behboodi, Arash, et al.
Published: (2025)

From Coefficients to Distributions: De~Moivre and the Operational View of Probability
by: Labouriau, R.
Published: (2026)

Structural Identifiability of Graphical Continuous Lyapunov Models
by: Améndola, Carlos, et al.
Published: (2025)

Bivariate measure-inducing quasi-copulas
by: Stopar, Nik
Published: (2024)

Reasoning with random sets: An agenda for the future
by: Cuzzolin, Fabio
Published: (2023)