2020213484

Awesome-Information-Bottleneck

This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.

DASTNet

Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across Cities"

fc-gaga

Noisy_Regression

Noisy regression (MLP, BNN-(RVI, LA))

probabilistic_kt

Probabilistic Knowledge Transfer for Deep Neural Networks

pytorch_optimizer

optimizer & lr scheduler & loss function collections in PyTorch

SPR-LNL

This is the official repo for our CVPR22 paper: Scalable Penalized Regression for Noise Detection in Learning With Noisy Labels.

ST-GFSL

TCA_Keystroke

torch_meta_sgd

TPB

ZOOpt

A python package of Zeroth-Order Optimization (ZOOpt)

XGBoost_quantile_regression