Cargando…

Information Bottleneck: Theory and Applications in Deep Learning

Detalles Bibliográficos
Autores principales:	Geiger, Bernhard C., Kubin, Gernot
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2020
Materias:	Editorial
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7764901/ https://www.ncbi.nlm.nih.gov/pubmed/33327417 http://dx.doi.org/10.3390/e22121408

Ejemplares similares

On the Difference between the Information Bottleneck and the Deep Information Bottleneck
por: Wieczorek, Aleksander, et al.
Publicado: (2020)

A Comparison of Variational Bounds for the Information Bottleneck Functional
por: Geiger, Bernhard C., et al.
Publicado: (2020)

Information Bottleneck Theory Based Exploration of Cascade Learning
por: Du, Xin, et al.
Publicado: (2021)

Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory
por: Zuo, Lianrui, et al.
Publicado: (2021)

Information Theory: Deep Ideas, Wide Perspectives, and Various Applications
por: Ben-Gal, Irad, et al.
Publicado: (2021)

Variational Information Bottleneck Regularized Deep Reinforcement Learning for Efficient Robotic Skill Adaptation
por: Xiang, Guofei, et al.
Publicado: (2023)

Learnability for the Information Bottleneck
por: Wu, Tailin, et al.
Publicado: (2019)

Nonlinear Information Bottleneck
por: Kolchinsky, Artemy, et al.
Publicado: (2019)

Inflation as an Information Bottleneck
por: Westphal, Alexander
Publicado: (2019)

Sublinear information bottleneck based two-stage deep learning approach to genealogy layout recognition
por: You, Jianing, et al.
Publicado: (2023)

Combating sepsis: bottlenecks to breakthroughs
Publicado: (2023)

The Information Bottleneck’s Ordinary Differential Equation: First-Order Root Tracking for the Information Bottleneck
por: Agmon, Shlomi
Publicado: (2023)

Variational Information Bottleneck for Unsupervised Clustering: Deep Gaussian Mixture Embedding
por: Uğur, Yiğit, et al.
Publicado: (2020)

On the Information Bottleneck Problems: Models, Connections, Applications and Information Theoretic Views
por: Zaidi, Abdellatif, et al.
Publicado: (2020)

Image-Based Ship Detection Using Deep Variational Information Bottleneck
por: Ngo, Duc-Dat, et al.
Publicado: (2023)

The bottleneck in ENT graduate programs in Brazil
por: Martins, Regina, et al.
Publicado: (2015)

The Convex Information Bottleneck Lagrangian
por: Rodríguez Gálvez, Borja, et al.
Publicado: (2020)

Information Theory and Symbolic Analysis: Theory and Applications
por: Matilla-García, Mariano, et al.
Publicado: (2021)

Applications of Information Theory to Epidemiology
por: Hughes, Gareth
Publicado: (2020)

Information Bottleneck Signal Processing and Learning to Maximize Relevant Information for Communication Receivers
por: Lewandowsky, Jan, et al.
Publicado: (2022)

The information theory of Deep Learning
por: Tishby, Naftali
Publicado: (2019)

Utilizing Information Bottleneck to Evaluate the Capability of Deep Neural Networks for Image Classification †
por: Cheng, Hao, et al.
Publicado: (2019)

Plasmid manufacture is the bottleneck of the genetic medicine revolution
por: Ohlson, Jonny
Publicado: (2020)

Young surgery and the bottleneck of finding new blood
por: Braun, Benedikt J.
Publicado: (2019)

Information Theory Applications in Signal Processing
por: Cruces, Sergio, et al.
Publicado: (2019)

The Double-Sided Information Bottleneck Function †
por: Dikshtein, Michael, et al.
Publicado: (2022)

Multivariate Time Series Information Bottleneck
por: Ullmann, Denis, et al.
Publicado: (2023)

Deep learning methods for biomedical information analysis
por: Zhang, Yudong, et al.
Publicado: (2023)

Deep Bottleneck Features for Spoken Language Identification
por: Jiang, Bing, et al.
Publicado: (2014)

Variational Information Bottleneck for Semi-Supervised Classification
por: Voloshynovskiy, Slava, et al.
Publicado: (2020)

Information Bottleneck Classification in Extremely Distributed Systems
por: Ullmann, Denis, et al.
Publicado: (2020)

Bottleneck Problems: An Information and Estimation-Theoretic View †
por: Asoodeh, Shahab, et al.
Publicado: (2020)

Discrete profile comparison using information bottleneck
por: O'Rourke, Sean, et al.
Publicado: (2006)

Exact and Soft Successive Refinement of the Information Bottleneck
por: Charvin, Hippolyte, et al.
Publicado: (2023)

Machine Learning Theory and Applications for Healthcare
por: Khare, Ashish, et al.
Publicado: (2017)

Information Bottleneck Analysis by a Conditional Mutual Information Bound
por: Tezuka, Taro, et al.
Publicado: (2021)

Information Theory and Its Application in Machine Condition Monitoring
por: Li, Yongbo, et al.
Publicado: (2022)

Deep learning applications in neuro-oncology
por: Khan, Adnan A., et al.
Publicado: (2021)

A cortical information bottleneck during decision-making
por: Kleinman, Michael, et al.
Publicado: (2023)

Information Theory in Game Theory
por: Khouzani, MHR, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_9ul914mhsjij5tieuacd97p2mm