conftrace_

polynomial kernel

14 papers

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Co-occurring keywords

kernel methods (1097) kernel approximation (100) random projection (145) dimensionality reduction (720) tensor product (11) randomized sketch (3) variance analysis (31) faster r-cnn (39) fixed-parameter tractable (34) streaming model (27)

Papers

Improved Random Features for Dot Product Kernels JMLR 2024
Complex-to-Real Sketches for Tensor Products with Applications to the Polynomial Kernel AISTATS 2023
The Teaching Dimension of Regularized Kernel Learners ICML 2022
Sentiment Analysis on Code-Switched Dravidian Languages with Kernel Based Extreme Learning Machines ACL 2022
Fast Sketching of Polynomial Kernels of Polynomial Degree ICML 2021
Linear and Kernel Classification in the Streaming Model: Improved Bounds for Heavy Hitters NIPS 2021
Tight Dimensionality Reduction for Sketching Low Degree Polynomial Kernels NIPS 2019
On Succinct Encodings for the Tournament Fixing Problem IJCAI 2019
Multi-Scale Location-Aware Kernel Representation for Object Detection CVPR 2018
Similarity Learning on an Explicit Polynomial Kernel Feature Map for Person Re-Identification CVPR 2015
Spherical Random Features for Polynomial Kernels NIPS 2015
Subspace Embeddings for the Polynomial Kernel NIPS 2014
Simultaneous Twin Kernel Learning using Polynomial Transformations for Structured Prediction CVPR 2014
Compact Random Feature Maps ICML 2014