conftrace_

curse of dimensionality

61 papers

Explore in graph

Also known as

COD

Co-occurring keywords

partial differential equation (222) deep neural network (1803) approximation theory (77) convergence rate (607) randomized smoothing (87) neural network (6616) nonparametric regression (111) optimal transport (948) dimensionality reduction (720) graphical model (864)

Papers

Product Kernel Interpolation for Scalable Gaussian Processes AISTATS 2018
Breaking the Curse of Dimensionality with Convex Neural Networks JMLR 2017
Fast k-Nearest Neighbour Search via Prioritized DCI ICML 2017
Rates of estimation for determinantal point processes COLT 2017
Efficient state-space modularization for planning: theory, behavioral and neural signatures NIPS 2016
Fast k-Nearest Neighbour Search via Dynamic Continuous Indexing ICML 2016
Efficient High-Dimensional Stochastic Optimal Motion Control using Tensor-Train Decomposition RSS 2015
Factorized Diffusion Map Approximation AISTATS 2012
Ensemble weighted kernel estimators for multivariate entropy estimation NIPS 2012
Hubs in Space: Popular Nearest Neighbors in High-Dimensional Data JMLR 2010
Fast, smooth and adaptive regression in metric spaces NIPS 2009