Name: Data Analytics Lab at Rice University
Type: Organization
Bio: We develop automated and interpretable machine learning algorithms/systems with understanding of their theoretical properties.
Location: United States of America
Blog: https://cs.rice.edu/~xh37/index.html
Data Analytics Lab at Rice University's Projects
Automated Machine Learning (AutoML) for Kaggle Competition
Some other AutoML algorithms as baselines.
Jupyter notebooks for the code samples of the book "Automated Machine Learning in Action"
AutoVideo: An Automated Video Action Recognition System
A curated list of awesome Deepfakes materials
A curated list of awesome Fairness in AI resources
Awesome Game AI materials of Multi-Agent Reinforcement Learning
BED: A Real-Time Object Detection System for Edge Devices
[ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning
under review
An End-to-end Outlier Detection System
Python Package for Tensor Completion Algorithms
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
Leaderboard and Visualization for RLCard
Python and R tutorial for RLCard in Jupyter Notebook
TODS: An Automated Time-series Outlier Detection System
Hosted for DARPA XAI Project