Machine learning, statistics and math articles / eBooks by Vincent Granville, PhD.
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Optical flow is defined as the task of estimating per-pixel motion between video frames. Optical flow models take two sequential frames as input and return as output a flow vector that predicts where each pixel in the first frame will be in...
This short article explains how to efficiently simulate the evolution of agglomerative processes, and visualize their behavior with data animations. I use a generic, simple model for illustration purposes: atoms, initially consisting of one...
You have to see it to believe it! Imagine a technique where you randomly delete as many as 80% of your observations in the training set, without decreasing the predictive power (actually improving it in many cases), and reducing computing t...
I am excited to announce my upcoming Synthetic Data live course. Synthetic data is a powerful tool for creating realistic test datasets, data augmentation, benchmarking algorithms, and data sharing without compromising privacy.
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