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Oct 4, 2018 - Jupyter Notebook
information-bottleneck
Here are 26 public repositories matching this topic...
This repository contains opensource codes for sparsity inducing approaches in deep information bottleneck models.
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Feb 24, 2023 - Python
Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs among Complexity, Leakage, and Utility
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Apr 7, 2023 - Jupyter Notebook
DVIB is an information bottleneck method that tries to disentangle multiview data into shared and private representations.
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Sep 28, 2022 - Python
Information Bottleneck as Optimisation Method for SSVEP-Based BCI
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Aug 17, 2022 - Python
Information bottleneck's (IB) principle applied to categorical data clustering.
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Dec 13, 2022 - Julia
Modeled discriminative prior problem learning privacy-utility trade-off Private Information Bottleneck un-supervised
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Jan 13, 2023 - Jupyter Notebook
[NeurIPS] Temporal Conditioning Spiking Latent Variable Models of the Neural Response to Natural Visual Scenes
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Mar 8, 2024 - Python
Code for "Attentive Variational Information Bottleneck for TCR-peptide Interaction Prediction", Grazioli et al., Bioinformatics 2022
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Jan 10, 2023 - Jupyter Notebook
PyTorch & OpenMM implementations of deep-learning based approaches for learning and biasing reaction coordinates in molecular simulations.
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May 6, 2022 - Python
A pytorch implementation of DVIB(Deep Variational Information Bottleneck)
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Dec 15, 2018 - Jupyter Notebook
Microbiome-based disease prediction with multimodal variational information bottlenecks, Grazioli et al., PLOS Computational Biology 2022
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Apr 12, 2022 - Python
A Python implementation of the Information Bottleneck analysis framework (Tishby, Pereira, Bialek 2000), especially geared towards the analysis of concrete, finite-size data sets. **GitHub mirror**: development happens at https://gitlab.com/epiasini/embo
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Jun 2, 2021 - Jupyter Notebook
About Codes for ACL 2023 paper: Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling.
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Mar 19, 2024 - Python
[ICML'24] Official PyTorch Implementation of TimeX++
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Jun 4, 2024 - Python
Official repo for PAC-Bayes Information Bottleneck. ICLR 2022.
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May 11, 2022 - Jupyter Notebook
Package for information-theoretic data analysis
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Sep 29, 2023 - Jupyter Notebook
Implementation of Information Bottleneck with Mutual Information Neural Estimation (MINE)
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Jun 18, 2021 - Python
[IJCNN 2021] Structure-Aware Hierarchical Graph Pooling using Information Bottleneck
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Jun 7, 2023 - Jupyter Notebook
[ICDE 2022]Cross-Domain Recommendation to Cold-Start Users via Variational Information Bottleneck
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Dec 7, 2022 - Python
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