Name: UCLA Artificial General Intelligence Lab
Type: User
Company: Department of Computer Science, UCLA
Bio: The artificial general intelligence lab (formerly known as statistical machine learning lab) at UCLA is led by Prof. Quanquan Gu in the computer science dept.
Blog: http://web.cs.ucla.edu/~qgu
UCLA Artificial General Intelligence Lab's Projects
Official repo of Progressive Data Expansion: data, code and evaluation
Near-optimal Policy Optimization Algorithms for Learning Adversarial Linear Mixture MDPs
The Power and Limitation of Pretraining-Finetuning for Linear Regression under Covariate Shift
RayS: A Ray Searching Method for Hard-label Adversarial Attack (KDD2020)
Official repo of Respond-and-Respond: data, code, and evaluation
Corruption-robust linear contextual bandits
Stochastic Cubic Adjusted Gradient Descent
The official implementation of Self-Play Fine-Tuning (SPIN)
Selective Sampling on Graphs for Classification
Stochastic Variance-reduced Cubic Regularization
fast nonconvex stochastic variance reduced gradient for low-rank matrix estimation
Variance-aware Contextual Dueling Bandits