data analysis Archivi

26 September 2018 luigi

Hottest Deep Learning Frameworks 2018

In this very nice article, Jeff compares all the hottest deep learning frameworks that are used in the Academic and

Metodi Quantitativi per l’Informatica a.a. 2016

An Introduction to Machine Learning Below, you can find the original timetable of the course “Metodi Quantitativi per l’Informatica” (Introduction

8 April 2017 luigi

Hand-Crafted Features or Learned Local Features?

In this post, Torsten Sattler presents his upcoming CVPR 2017 paper “Comparative Evaluation of Hand-Crafted and Learned Local Features”

Machine Learning Posts

22 March 2017 luigi

Bias and variance tradeoff

This very nice post clearly explains the bias and variance tradeoff http://www.learnopencv.com/bias-variance-tradeoff-in-machine-learning/ This tradeoff can be mathematically stated by the

Teaching

Visual Perception and Spatial Computing In 2018–2023, I was a Faculty member of the Advanced School of AI. This school

Perception Posts Robotics Sensors

5 August 2016 luigi

3D Semantic Parsing of Large-Scale Indoor Spaces

“3D sensing has experienced a major progress with the availability of mature technology for scanning large-scale spaces that can reliably

Machine Learning Posts

25 June 2016 luigi

Probabilistic Deep Network

This post explains a trick which allows us to convert neural network outputs into probabilities, with no cost to performance,

Math Posts

11 April 2016 luigi

The history of the average and the median

In this very nice post you can find the story of the average and the median and how the use