Vadim SmolyakovinTowards Data ScienceTime Series Anomaly DetectionModels and System Architectures: ARMA, LSTM-VAE, SR-CNNApr 22, 20212Apr 22, 20212
Vadim SmolyakovinTowards Data ScienceAlgorithms in C++Complete Search, Greedy, Divide and Conquer, Dynamic ProgrammingJun 10, 20183Jun 10, 20183
Vadim SmolyakovinTowards Data ScienceVariational Inference: Ising ModelIn application to binary image denoisingMar 26, 20181Mar 26, 20181
Vadim SmolyakovinTowards Data ScienceNeural Network Optimization AlgorithmsA comparison study based on TensorFlowJan 10, 20183Jan 10, 20183
Vadim SmolyakovinTowards Data ScienceInformation Planning and Naive BayesLearning better with fewer examplesJan 2, 2018Jan 2, 2018
Vadim SmolyakovinCube DevBayesian NonparametricsAn introduction to the Dirichlet process and its applicationsOct 12, 20175Oct 12, 20175
Vadim SmolyakovinCube DevEnsemble Learning to Improve Machine Learning ResultsHow ensemble methods work: bagging, boosting and stackingAug 22, 201710Aug 22, 201710