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Singapore

Chandan Gautam

Advanced
@Chandan-IITI

Scientist-I at I2R, A*STAR, Singapore...

chandan-iiti.github.io/

LMKAD. Localized Multiple Kernel Learning for Anomaly Detection: One-Class Classification

6

One-Class-Kernel-ELM. MATLAB

6

Tf-GCZSL. Task-free Generalized Continual Zero-shot Learning

4

Deep-Kernel-Learning-for-One-class-Classification. Minimum Variance-Embedded Deep Kernel Regularized Least Square Method for One-class Classification and Its Applications to Biomedical Data

3

PRML. PRML algorithms implemented in Python

1

preconditioned_GPs. Preconditioning Kernel Matrices

1

Analysis-of-Twin-SVM-on-46-multi_class-datasets. MATLAB

1

SCOOS. Code for the Paper "Class Name Guided Out-of-Scope Intent Classification" (EMNLP-2024)

1

svmplus_matlab. An implementation of SVM+

1

LMSVDD. Localized Multiple Kernel Support Vector data Description: One-Class Classification

1

Analysis-of-Twin-SVM-on-44-binary-datasets. MATLAB

1

one_class_nn. repository containing code for experimenting with one class svm and one class neural networks( Autoencoders, GAN's etc)

1