Vu Nguyen

KnownOptimum_BO. Release code for ICML2020 Knowing The What But Not The Where in Bayesian Optimization

MiniBO. Mini Bayesian Optimization package for ACML2020 Tutorial on Bayesian Optimization

abnormal_detection_video_surveillance. Source code for abnormal detection on MIT video surveillance dataset using Nonnegative Matrix Factorization

ICDM2016_B3O. Released code for ICDM 2016 Budgeted Batch Bayesian Optimization

BOIL. Release code for Bayesian Optimization for Iterative Learning (BOIL) at NeurIPS2020

ACML2016_BNMC. Source code for Bayesian Nonparametric Multi-label Classification ACML 2016

TW_NAS. Optimal Transport Kernels for Sequential and Parallel Neural Architecture Search at ICML2021

KWN. KWN Modeling for Increased Efficiency of Al-Sc Precipitation Strengthening

ICDM2017_FBO. Filtering Bayesian Optimization (FBO) in Weakly Specified Search Space

NonparametricBudgetedSGD. Matlab code for Nonparametric Budgeted SGD for classification and regression (AISTATS 2016)

ICDM2019_PVRS. Jupyter Notebook

ICDM2016_OLR. Released code for ICDM 2016 One-pass Logistic Regression

Abnormal_Detection_PCA. Abnormality Detection using PCA approach

LargeSampleAsymptotic_ScalableNonparametricClustering. LargeSampleAsymptotic_BNP_NIPS_AABI_2015

tvo_gp_bandit. Code for the "Gaussian Process Bandit Optimization of the Thermodynamic Variational Objective" at NeurIPS20

ntienvu.github.io. Jupyter Notebook