conftrace_

random projection

145 papers

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RP

Co-occurring keywords

dimensionality reduction (720) dimension reduction (120) kernel methods (1097) compressive sensing (126) compressed sensing (201) high-dimensional datum (158) nearest neighbor search (186) generalization error (285) cosine similarity (152) support vector machine (978)

Papers

Low-Rank Tucker Decomposition of Large Tensors Using TensorSketch NIPS 2018
Finite Sample Analysis of LSTD with Random Projections and Eligibility Traces IJCAI 2018
Sketching Meets Random Projection in the Dual: A Provable Recovery Algorithm for Big and High-dimensional Data AISTATS 2017
Sparse Embedded $k$-Means Clustering NIPS 2017
Simple strategies for recovering inner products from coarsely quantized random projections NIPS 2017
Random Projection Filter Bank for Time Series Data NIPS 2017
Near Optimal Sketching of Low-Rank Tensor Regression NIPS 2017
Structured adaptive and random spinners for fast machine learning computations AISTATS 2017
Compressed Least Squares Regression revisited AISTATS 2017
Random projection design for scalable implicit smoothing of randomly observed stochastic processes AISTATS 2017
Minimax rates for cost-sensitive learning on manifolds with approximate nearest neighbours ALT 2017
A Statistical Perspective on Randomized Sketching for Ordinary Least-Squares JMLR 2016
Beyond Parity Constraints: Fourier Analysis of Hash Functions for Inference ICML 2016
DUAL-LOCO: Distributing Statistical Estimation Using Random Projections AISTATS 2016
Efficient Private Empirical Risk Minimization for High-dimensional Learning ICML 2016
How to Fake Multiply by a Gaussian Matrix ICML 2016
The Multiscale Laplacian Graph Kernel NIPS 2016
Variational Bayes on Monte Carlo Steroids NIPS 2016
Scalable Adaptive Stochastic Optimization Using Random Projections NIPS 2016
Quantized Random Projections and Non-Linear Estimation of Cosine Similarity NIPS 2016
Binary embeddings with structured hashed projections ICML 2016
Tight Variational Bounds via Random Projections and I-Projections AISTATS 2016
Fast and Accurate Head Pose Estimation via Random Projection Forests ICCV 2015
Non-asymptotic Analysis of Compressive Fisher Discriminants in terms of the Effective Dimension ACML 2015
A New Look at Nearest Neighbours: Identifying Benign Input Geometries via Random Projections ACML 2015