uclaml

UCLA Artificial General Intelligence Lab's repositories

fast nonconvex algorithm for robust PCA

Language:MATLAB4 40

fast nonconvex algorithm for inductive matrix completion

Language:Matlab3 20

Machine Learning

Language:HTML2 10

Fast Local minimA finding with third-order SmootHness (FLASH)

Language:PythonApache-2.02 20

High-dimensional Time Series Clustering via Cross-Predictability

Language:Matlab1 20

fast nonconvex algorithm for latent variable Gaussian graphical models

Language:Matlab1 10

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Fast Algorithm for Sparse Tensor-variate Gaussian Graphical Models via Alternating Gradient Descent

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Collaborative Learning with Incomplete and Noisy Knowledge

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A web app for ranking computer science departments according to their research output in selective venues.

Language:PythonNOASSERTION010

local minima finding algorithm that can escape from saddle point in one step

Language:Python030

new deep learning algorithms based Hamiltonian Monte Carlo and Adam

Language:Python020

fast nonconvex algorithm for covariate-adjusted precision matrix estimation/conditional Gaussian graphical model estimation

Language:Matlab020

nonconvex Low-rank matrix factorization

Apache-2.0020

Stochastic Cubic Adjusted Gradient Descent

Language:PythonMIT020

Stochastic Variance-reduced Cubic Regularization

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