Introduction on Information Bottleneck Based Relevant Knowledge Representation
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Developments
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Reasoning as Compression: The Conditional Information Bottleneck Framework
ICML 2023 - How Does Information Bottleneck Help Deep Learning
Information Bottleneck Principle in Deep Learning | Advanced Topics in AI
Christoph Hirche: The Quantum Information Bottleneck Function
DOE CSGF 2016: The Deterministic Information Bottleneck
Selective Concept Bottleneck Models Without Predefined Concepts (TMLR 2025)
BottleSum: Unsupervised & Self-supervised Sentence Summarization w/ Information Bottleneck Principle
KDD 2025 - Loss or Gain: Hierarchical Conditional Information Bottleneck Approach
Session 3 The Information Bottleneck method - Discussion lead by Hoshin Gupta and Steven Weijs.
Why All Models Learn the Same Thing with Phillip Isola (MIT)
Variational Inference - Explained
Deep Dive
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Last Updated: August 15, 2026
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