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New Machine Learning Articles

Vincent Granville

Machine learning, statistics and math articles / eBooks by Vincent Granville, PhD.

PricingOnly free issuesPublishesTwice weekly

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Latest Issues

Recent posts by this newsletter. Browse the email archive.

Autonomous Driving: Boosting Optical Flow with Synthetic Data

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...

a month ago

Generating and Videolizing Agglomerative Processes

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...

a month ago

Massively Speed-Up your Learning Algorithm, with Stochastic Thinning

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...

2 months ago

New Course on Synthetic Data

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.

2 months ago


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