Yingtai Xiao's Projects
variational bayesian inference to recommend movies
Caffe2 is a lightweight, modular, and scalable deep learning framework.
Use ChatGPT to summarize the arXiv papers.
ChatReviewer: 使用ChatGPT分析论文优缺点,提出改进建议
ocr + densenet + ctpn
Unofficial Stanford's CS229 Machine Learning Problem Solutions (summer edition 2019, 2020).
A quantization algorithm for LLM
Code for Canonne-Kamath-Steinke paper https://arxiv.org/abs/2004.00010
Implementation of protocols in Falcon
A collection of Google research projects related to Federated Learning and Federated Analytics.
My first Github
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).
A robot powered training repository :robot:
Algorithms from Hay et al. PVLDB 2010.
An implementation of the high-dimensional matrix mechanism
My first repository
A Jekyll theme for academia
[PETS 2022] Machine Learning with Differentially Private Labels: Mechanisms and Frameworks
Learn how to use tensorflow2
leetcode python
Code Repository for Machine Learning with PyTorch and Scikit-Learn
Remove the target object in the picutre
Models and examples built with TensorFlow
Train large neural networks in Tensorflow on GPUs with limited memory resources.
An implementation of the tools described in the paper entitled "Graphical-model based estimation and inference for differential privacy"