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Yingtai Xiao's Projects

caffe2 icon caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

chatreviewer icon chatreviewer

ChatReviewer: 使用ChatGPT分析论文优缺点,提出改进建议

cs229-solutions-2020 icon cs229-solutions-2020

Unofficial Stanford's CS229 Machine Learning Problem Solutions (summer edition 2019, 2020).

federated icon federated

A collection of Google research projects related to Federated Learning and Federated Analytics.

generative-recommenders icon generative-recommenders

Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152, ICML'24).

h2tree icon h2tree

Algorithms from Hay et al. PVLDB 2010.

hdmm icon hdmm

An implementation of the high-dimensional matrix mechanism

labeldp-xinyu icon labeldp-xinyu

[PETS 2022] Machine Learning with Differentially Private Labels: Mechanisms and Frameworks

models icon models

Models and examples built with TensorFlow

partialflow icon partialflow

Train large neural networks in Tensorflow on GPUs with limited memory resources.

private-pgm icon private-pgm

An implementation of the tools described in the paper entitled "Graphical-model based estimation and inference for differential privacy"

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