random-features

There are 0 repository under random-features topic.

lightonai / double-descent-curve
Double Descent Curve with Optical Random Features
machine-learning optical-network photonic-computing random-features ridge-regression
Language:Jupyter Notebook 27
maremun / quffka
Quadrature-based features for kernel approximation
kernel-approximation machine-learning random-features kernel-methods quadrature-rules
Language:Python 16
neonnnnn / pyrfm
A library for random feature maps in Python.
machine-learning kernel-methods random-features linear-models
Language:C 14
Multi-Shot-Approximation-of-MDPs / Self-Guided-ALPs-Discounted-Cost
Multi-Shot Approximation of Discounted Cost MDPs
approximate-dynamic-programming reinforcement-learning random-features inventory-management reinforcement-learning-algorithms value-function linear-programming kernel-trick
Language:Python 11
raffaello-camoriano / Enitor
Enitor provides the MATLAB implementation of several large-scale kernel methods.
krls matlab kernel-methods nystrom random-features large-scale-learning
Language:MATLAB 8
qw3rtman / random-feature-maps
Fast Random Kernelized Features: Support Vector Machine Classification for High-Dimensional IDC Dataset
kernel-methods svm-classifier support-vector-machine random-features
Language:Python 7
Zhenyu-LIAO / RMT4RFM
A Random Matrix Approach for Random Feature Maps
kernel-methods machine-learning neural-network random-features random-matrix-theory
Language:Jupyter Notebook 7
superlj666 / Automated-Spectral-Kernel-Learning
Codes and experiments for paper "Automated Spectral Kernel Learning". Preprint.
kernel-methods neural-network pytorch random-features
Language:Python 5
superlj666 / Distributed-Learning-with-Random-Features
Codes and experiments for paper "Distributed Learning with Random Features". Preprint.
devide-and-conquer kernel-ridge-regression random-features
Language:MATLAB 3
fraunhoferhhi / CuriouslyEffectiveIQE
Reference implementation for our paper "Curiously Effective Features for Image Quality Prediction"
image-quality-prediction random-features
Language:Python 1
kanglin755 / cart_pole_with_deep_rl
actor-critic cartpole deep-reinforcement-learning q-learning random-features
Language:Jupyter Notebook 1
nickhnelsen / error-bounds-for-vvRF
Code for the paper ``Error Bounds for Learning with Vector-Valued Random Features''
fourier-neural-operator functional-regression infinite-dimensions neural-operator operator-learning partial-differential-equations random-features
Language:Python 1
nickhnelsen / random-features-banach
Code for the paper "The Random Feature Model for Input-Output Maps between Banach Spaces"
partial-differential-equations fourier-neural-operator functional-regression infinite-dimensions neural-operator operator-learning random-features
Language:Python 1