Machine learning - Week 1

To get myself educated about this exciting field, I have started ‘cramming’ the fundamentals in the field. Although there are many cool and complicated tools in libraries and I can use them in a plug-and-go fashion, I do not find this approach satisfying. I want to know why things work.... [Read More]

Compressed Sensing For Classification

Introduction Compression is ubiquitous and powerful. We apply it to reduce images of megapixels to a few percent the size, and we cannot see the difference. But why bother collecting all those data in the first place? This is where compressed sensing comes into play. It is useful when the... [Read More]