Vadim SmolyakovinTowards Data ScienceTime Series Anomaly DetectionModels and System Architectures: ARMA, LSTM-VAE, SR-CNN7 min read·Apr 22, 2021--2--2
Vadim SmolyakovinTowards Data ScienceAlgorithms in C++Complete Search, Greedy, Divide and Conquer, Dynamic Programming9 min read·Jun 10, 2018--3--3
Vadim SmolyakovinTowards Data ScienceVariational Inference: Ising ModelIn application to binary image denoising5 min read·Mar 26, 2018--1--1
Vadim SmolyakovinTowards Data ScienceNeural Network Optimization AlgorithmsA comparison study based on TensorFlow6 min read·Jan 10, 2018--3--3
Vadim SmolyakovinTowards Data ScienceInformation Planning and Naive BayesLearning better with fewer examples7 min read·Jan 2, 2018----
Vadim SmolyakovinCube DevBayesian NonparametricsAn introduction to the Dirichlet process and its applications11 min read·Oct 12, 2017--5--5
Vadim SmolyakovinCube DevEnsemble Learning to Improve Machine Learning ResultsHow ensemble methods work: bagging, boosting and stacking7 min read·Aug 22, 2017--10--10