conftrace_

distance matrix

11 papers

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Co-occurring keywords

low-rank approximation (323) metric learning (1190) dimensionality reduction (720) multidimensional scaling (19) sublinear algorithm (25) convex optimization (1321) smooth optimization (11) mixed-norm regularization (4) low-dimensional embedding (20) sublinear time algorithms (9)

Papers

Faster Linear Algebra for Distance Matrices NIPS 2022
How can classical multidimensional scaling go wrong? NIPS 2021
Minimal Learning Machine: Theoretical Results and Clustering-Based Reference Point Selection JMLR 2020
Sample-Optimal Low-Rank Approximation of Distance Matrices COLT 2019
Sublinear Time Low-Rank Approximation of Distance Matrices NIPS 2018
Finite Sample Prediction and Recovery Bounds for Ordinal Embedding NIPS 2016
Fantope Regularization in Metric Learning CVPR 2014
On a Connection between Maximum Variance Unfolding, Shortest Path Problems and IsoMap AISTATS 2012
Recovering Networks from Distance Data ACML 2012
Bayesian Partitioning of Large-Scale Distance Data NIPS 2011
Sparse Metric Learning via Smooth Optimization NIPS 2009