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Frank Nielsen

Senior researcher, Fellow

Sony Computer Science Laboratories

Japan

Research Interests

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Professors in Japan Professors in Biostatistics Biostatistics professors in Japan

Articles (15)

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2026

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2026

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2025

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2025

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2024

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2024

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2024

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2023

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2023

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2023

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2023

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2023

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2023

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2023

Collaborators (7)

Nicolas Dupin

Maître de Conférences (Assoc. Professor)

Université d'Angers

FRANCE

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Ali Mohammad-Djafari

Research Director

CNRS Délégation Ile-de-France Sud

FRANCE

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Kazuki Okamura

Associate Professor

Shizuoka University

JAPAN

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Andrzej Cichocki

Professor

Systems Research Institute

POLAND

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Martino Trassinelli

Chargé de recherche

CNRS Délégation Paris B

FRANCE

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Toshihisa Tanaka

Tokyo University of Agriculture and Technology

JAPAN

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Sergio Cruces

Universidad de Sevilla

SPAIN

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ApplyKite TwinLearns as you apply

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Frank Nielsen

Research Interests

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Articles (15)

Curved Representational Bregman Divergences and Their Applications

Geometric Jensen-Shannon Divergence Between Gaussian Measures on Hilbert Space

Mirror Descent and Exponentiated Gradient Algorithms Using Trace-Form Entropies

Generalized Legendre Transforms Have Roots in Information Geometry

Two Types of Geometric Jensen–Shannon Divergences

Symplectic Bregman Divergences

Fast Proxy Centers for the Jeffreys Centroid: The Jeffreys–Fisher–Rao Center and the Gauss–Bregman Inductive Center

Divergences Induced by the Cumulant and Partition Functions of Exponential Families and Their Deformations Induced by Comparative Convexity

Partial k-means to avoid outliers, mathematical programming formulations, complexity results

Preface of the 41st International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering

On <i>f</i>-Divergences Between Cauchy Distributions

A Simple Approximation Method for the Fisher–Rao Distance between Multivariate Normal Distributions

Correction to: Geometric Science of Information

On the f-Divergences Between Hyperboloid and Poincaré Distributions

Quasi-arithmetic Centers, Quasi-arithmetic Mixtures, and the Jensen-Shannon $$\nabla $$-Divergences

Collaborators (7)

Nicolas Dupin

Ali Mohammad-Djafari

Kazuki Okamura

Andrzej Cichocki

Martino Trassinelli

Toshihisa Tanaka

Sergio Cruces

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