Philadelphia, PA

Kwan Ho Ryan Chan

Elite
@ryanchankh

Interested in developing principled deep learning algorithms

mcr2. Official Implementation of Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction (2020)

205

redunet_demo. Jupyter Notebook

84

redunet_paper. Official NumPy Implementation of Deep Networks from the Principle of Rate Reduction (2021)

60

cifar100coarse. Build PyTorch CIFAR100 using coarse labels

39

redunet. Official PyTorch Implementation of Deep Networks from the Principle of Rate Reduction (2021)

37

VariationalInformationPursuit. Official Implementation for Variational Information Pursuit for Interpretable Predictions (ICLR 2023)

13

style_transfer. Implementation of Gatys, Leon A., Alexander S. Ecker, and Matthias Bethge. 2016. “Image Style Transfer Using Convolutional Neural Networks.”

6

L0L1L4NormSn. Analysis of L0, L1 and L4 Norm in S1

2

power_iteration. Implementation of Different Power Iteration Methods

2

l4_dictionary_learning. Experiments on L4-based Dictionary Learning

2

Conformal-IP. Official Implementation for NeurIPS 2025 "Conformal Information Pursuit for Interactively Guiding Language Models

2

ConformalInformationPursuit. Official Repository for NeurIPS 2025 "Conformal Information Pursuit for Interactively Guiding Language Models"

1

dataset_analyzer. Basic Statistical Data Analyzer

1
13
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