कवर छवि

Information Bottleneck Theory and Applications in Deep Learning

The celebrated information bottleneck (IB) principle of Tishby et al. has recently enjoyed renewed attention due to its application in the area of deep learning. This collection investigates the IB principle in this new context. The individual chapters in this collection: • provide novel insights in...

पूर्ण विवरण

में बचाया:

ग्रंथसूची विवरण
अन्य लेखक:	Geiger, Bernhard (संपादक), Kubin, Gernot (संपादक)
स्वरूप:	इलेक्ट्रोनिक पुस्तक अध्याय
भाषा:	अंग्रेज़ी
प्रकाशित:	Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021
विषय:	Information technology industries information theory variational inference machine learning learnability information bottleneck representation learning conspicuous subset stochastic neural networks mutual information neural networks information bottleneck compression classification optimization classifier decision tree ensemble deep neural networks regularization methods information bottleneck principle deep networks semi-supervised classification latent space representation hand crafted priors learnable priors regularization deep learning
ऑनलाइन पहुंच:	DOAB: download the publication DOAB: description of the publication
टैग:	टैग जोड़ें कोई टैग नहीं, इस रिकॉर्ड को टैग करने वाले पहले व्यक्ति बनें!

समान संसाधन

Artificial Neural Networks as Models of Neural Information Processing
द्वारा: Marcel van Gerven
प्रकाशित: (2018)

Applied Artificial Neural Networks
द्वारा: Christian Dawson (Ed.)
प्रकाशित: (2016)

Advanced Remote Sensing Technology for Synthetic Aperture Radar Applications, Tsunami Disasters, and Infrastructure
प्रकाशित: (2019)

Data Science, Human-Centered Computing, and Intelligent Technologies
प्रकाशित: (2022)

Collaborative Technologies and Data Science in Artificial Intelligence Applications
प्रकाशित: (2020)

Digital Systems
प्रकाशित: (2018)

Deep Learning for Facial Informatics
प्रकाशित: (2020)

Deep Learning and Computer Vision in Remote Sensing-II
प्रकाशित: (2023)

Chapter Risk Assessment and Automated Anomaly Detection Using a Deep Learning Architecture
द्वारा: Thomopoulos, Stelios C.A
प्रकाशित: (2021)

Chapter Risk Assessment and Automated Anomaly Detection Using a Deep Learning Architecture
द्वारा: Thomopoulos, Stelios C.A
प्रकाशित: (2021)

Deep Learning for Toxicity and Disease Prediction
प्रकाशित: (2020)

Learning to Quantify
द्वारा: Esuli, Andrea
प्रकाशित: (2023)

Learning to Quantify
द्वारा: Esuli, Andrea
प्रकाशित: (2023)

Innovative Topologies and Algorithms for Neural Networks
प्रकाशित: (2021)

Advanced Applications for Artificial Neural Networks
प्रकाशित: (2018)

Machine Learning Algorithms, Models and Applications
प्रकाशित: (2021)

AI-Based Transportation Planning and Operation
प्रकाशित: (2021)

High Accuracy Detection of Mobile Malware Using Machine Learning
प्रकाशित: (2023)

Information Theory in Neuroscience
द्वारा: Piasini, Eugenio
प्रकाशित: (2019)

Memristor and Memristive Neural Networks
प्रकाशित: (2018)

Natural Language Processing: Emerging Neural Approaches and Applications
प्रकाशित: (2022)

Neural information processing with dynamical synapses
द्वारा: Misha Tsodyks
प्रकाशित: (2014)

Computer Vision and Machine Learning for Intelligent Sensing Systems
प्रकाशित: (2023)

Advanced Methods of Power Load Forecasting
प्रकाशित: (2022)

Virtual Assistant
प्रकाशित: (2021)

Swarm Intelligence Recent Advances and Current Applications
प्रकाशित: (2023)

Ubiquitous Technologies for Emotion Recognition
प्रकाशित: (2021)

Information Theory and Machine Learning
प्रकाशित: (2022)

Advanced Deep Learning Strategies for the Analysis of Remote Sensing Images
प्रकाशित: (2021)

Hyperparameter Tuning for Machine and Deep Learning with R A Practical Guide
प्रकाशित: (2023)

Hyperparameter Tuning for Machine and Deep Learning with R A Practical Guide
प्रकाशित: (2023)

Artificial Intelligence and Cognitive Science 30th Irish Conference, AICS 2022, Munster, Ireland, December 8-9, 2022, Revised Selected Papers
प्रकाशित: (2023)

Artificial Intelligence and Cognitive Science 30th Irish Conference, AICS 2022, Munster, Ireland, December 8-9, 2022, Revised Selected Papers
प्रकाशित: (2023)

Proceedings - 31. Workshop Computational Intelligence : Berlin, 25. - 26. November 2021
प्रकाशित: (2021)

Proceedings - 31. Workshop Computational Intelligence : Berlin, 25. - 26. November 2021
प्रकाशित: (2021)

Advances in Artificial Intelligence: Models, Optimization, and Machine Learning
प्रकाशित: (2022)

Deep Learning Architecture and Applications
प्रकाशित: (2023)

Spiking Neural Network Learning, Benchmarking, Programming and Executing
प्रकाशित: (2020)

Recent Advances in Single-Particle Tracking: Experiment and Analysis
प्रकाशित: (2022)

Artificial Neural Networks and Evolutionary Computation in Remote Sensing
प्रकाशित: (2021)