Jian Li's repositories
superlj666.github.io
Github Pages template for academic personal websites
Automated-Spectral-Kernel-Learning
Codes and experiments for paper "Automated Spectral Kernel Learning". Preprint.
Distributed-Learning-with-Random-Features
Codes and experiments for paper "Distributed Learning with Random Features". Preprint.
Approximate-Manifold-Regularization-Scalable-Algorithm-and-Generalization-Analysis
Experiement in paper "Approximate Manifold Regularization: Scalable Algorithm and Generalization Analysis", published in IJCAI 2019
Learning-Vector-valued-Functions-with-Local-Rademacher-Complexity
Codes and experiments for the paper "Learning Vector-valued Functions with Local Rademacher Complexity". Preprint.
Multi-Class-Learning-From-Theory-to-Algorithm
Codes and experiments for "Multi-Class Learning: From Theory to Algorithm", published in NeurIPS 2018
Multi-Class-Learning-using-Unlabeled-Samples-Theory-and-Algorithm
Codes and experiments for "Multi-Class Learning using Unlabeled Samples: Theory and Algorithm", published in IJCAI 2019
Agnostic-RF
Experiments for the TNNLS paper "Optimal Convergence for Agnostic Kernel Learning with Random Features"
CSKN
Convolutional Spectral Kernel Network
DNystroem
Experiments for the JMLR paper "Optimal Convergence Rates for Distributed Nystroem Approximation"
FALKON_paper
FALKON implementation used in the experimental section of "FALKON: An Optimal Large Scale Kernel Method"
Max-Diversity-Distributed-Learning-Theory-and-Algorithms
Codes and experiments for the paper "Max-Discrepancy Distributed Learning: Fast Risk Bounds and Algorithms"
rdpwrap.ini
RDPWrap.ini for RDP Wrapper Library by Stas'M