conftrace_

random feature map

9 papers

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Co-occurring keywords

kernel approximation (100) kernel methods (1097) random feature (89) matrix sketching (61) dot product kernel (2) polynomial kernel (14) factorization machine (32) high dimensional datum (33) nystroem method (2) invariant feature (26)

Papers

Random Feature Maps for the Itemset Kernel AAAI 2019
Data-dependent compression of random features for large-scale kernel approximation AISTATS 2019
On the Spectrum of Random Features Maps of High Dimensional Data ICML 2018
Local Group Invariant Representations via Orbit Embeddings AISTATS 2017
Structured adaptive and random spinners for fast machine learning computations AISTATS 2017
Streaming Kernel Principal Component Analysis AISTATS 2016
Learning with Group Invariant Features: A Kernel Perspective. NIPS 2015
Compact Random Feature Maps ICML 2014
Random Feature Maps for Dot Product Kernels AISTATS 2012