Phase Transitions for the Information Bottleneck in Representation Learning

7 January 2020

Papers citing "Phase Transitions for the Information Bottleneck in Representation Learning"

6 / 6 papers shown

Title
Leveraging Information Bottleneck for Scientific Document Summarization Jiaxin Ju Ming Liu Huan Yee Koh Yuan Jin Lan Du Shirui Pan 125 15 0 04 Oct 2021
Perturbation Theory for the Information Bottleneck Wave Ngampruetikorn D. Schwab 46 12 0 28 May 2021
A Provably Convergent Information Bottleneck Solution via ADMM Tengfei Huang Aly El Gamal 48 6 0 09 Feb 2021
DICE: Diversity in Deep Ensembles via Conditional Redundancy Adversarial Estimation Alexandre Ramé Matthieu Cord FedML 85 52 0 14 Jan 2021
Dataset Dynamics via Gradient Flows in Probability Space David Alvarez-Melis Nicolò Fusi 97 19 0 24 Oct 2020
The Dual Information Bottleneck Zoe Piran Ravid Shwartz-Ziv Naftali Tishby 53 15 0 08 Jun 2020