conftrace_

intrinsic dimension

38 papers

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representation learning (6206) manifold learning (403) language model (4599) dimensionality reduction (720) k-nearest neighbor (152) random projection (145) large language model (13587) density estimation (398) generalization bound (652) high-dimensional datum (158)

Papers

Improved Model for Vocal Folds with a Polyp with Potential Application INTERSPEECH 2020
Efficient Approximation of Deep ReLU Networks for Functions on Low Dimensional Manifolds NIPS 2019
Spurious Valleys in One-hidden-layer Neural Network Optimization Landscapes JMLR 2019
Geometry-Aware Maximum Likelihood Estimation of Intrinsic Dimension ACML 2019
Dimension-Free Error Bounds from Random Projections AAAI 2019
Dimension Estimation Using Random Connection Models JMLR 2017
Estimation of the covariance structure of heavy-tailed distributions NIPS 2017
Dimensionality estimation without distances AISTATS 2015
Distance Preserving Embeddings for General n-Dimensional Manifolds COLT 2012
k-NN Regression Adapts to Local Intrinsic Dimension NIPS 2011
Submanifold density estimation NIPS 2009
Learning the structure of manifolds using random projections NIPS 2007
Random Projections for Manifold Learning NIPS 2007