conftrace_

conjugate gradient

43 papers

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Also known as

CG

Co-occurring keywords

gaussian process (1200) kernel methods (1097) variational inference (2069) conjugate gradient method (10) low-rank matrix (174) matrix completion (356) kernel matrix (73) gradient descent (1144) low-rank approximation (323) early stopping (76)

Papers

Divide-and-Conquer Learning with Nyström: Optimal Rate and Algorithm AAAI 2020
Embedding Conjugate Gradient in Learning Random Walks for Landscape Connectivity Modeling in Conservation IJCAI 2020
Approximate Manifold Regularization: Scalable Algorithm and Generalization Analysis IJCAI 2019
EA-CG: An Approximate Second-Order Method for Training Fully-Connected Neural Networks AAAI 2019
Stochastic Spectral and Conjugate Descent Methods NIPS 2018
Preconditioned Conjugate Gradient Methods in Truncated Newton Frameworks for Large-scale Linear Classification ACML 2018
GPyTorch: Blackbox Matrix-Matrix Gaussian Process Inference with GPU Acceleration NIPS 2018
Tensor Completion with Side Information: A Riemannian Manifold Approach IJCAI 2017
Preconditioning Kernel Matrices ICML 2016
Fast Kronecker Inference in Gaussian Processes with non-Gaussian Likelihoods ICML 2015
Clique-Graph Matching by Preserving Global & Local Structure CVPR 2015
A New Retraction for Accelerating the Riemannian Three-Factor Low-Rank Matrix Completion Algorithm CVPR 2015
Collaborative Filtering with Graph Information: Consistency and Scalable Methods NIPS 2015
EDML for Learning Parameters in Directed and Undirected Graphical Models NIPS 2013
Fast Variational Inference in the Conjugate Exponential Family NIPS 2012
Scaled Gradients on Grassmann Manifolds for Matrix Completion NIPS 2012
Optimal learning rates for Kernel Conjugate Gradient regression NIPS 2010
Kernel Partial Least Squares is Universally Consistent AISTATS 2010