byzhang's repositories
calibration-framework
Python Framework to calibrate confidence estimates of classifiers like Neural Networks
clipping-algorithms
A Pytorch(1.4.0) implementation for training neural networks with clipping algorithms on various datasets.
CommEfficient
PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms
CPR
TensorFlow implementation of our paper: Cross Pairwise Ranking for Unbiased Item Recommendation (WWW'22)
DDFM
The official implementation of the CIKM2023 paper “Dually Enhanced Delayed Feedback Modeling for Streaming Conversion Rate Prediction"
Deep-Learning-with-GDP-Tensorflow
Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"
fast-dpsgd
Code for fast dpsgd implementations in JAX/TF
google-research
Google Research
MOTION2NX
A framework for generic hybrid two-party computation and private inference with neural networks
OpenMatch
An open source library for candidate item matching
QSARMPC_DTIMPC
Secure multiparty computation for privacy-preserving drug discovery
suggested-notation-for-machine-learning
This introduces a suggestion of mathematical notation protocol for machine learning.