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
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Luigi Freda
Computer Vision, AI, Robotics Engineer, PhD
deep learning
Probabilistic Deep Network
This post explains a trick which allows us to convert neural network outputs into probabilities, with no cost to performance,
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Are the Sceptics Right? Limits and Potentials of Deep Learning in Robotics
This post presents an interesting summary of the RSS 2016 Workshop Here you can fine official page and description of the
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Tiny-CNN: Header-only, Dependency-free Deep Learning Framework
Tiny-CNN is an header-only, dependency-free deep learning framework for C++11. Just include tiny_cnn.h and write your model in C++. There is
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Deep Learning for Robust Normal Estimation in Unstructured Point Clouds
Normal estimation in point clouds is a crucial first step for numerous algorithms, from surface reconstruction and scene understanding to
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History of Neural Network Design
From Eugenio Curlurciello’s blog, Professor at Purdue University, you can find here a post about the the history of neural network design
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Deep Reinforcement Learning: from Pong Pixels to a Learned Player
Here you can find a fantastic post on reinforcement learning by Andrej Karpathy. The Author explains how it is possible
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Google Tensor Processing Units (TPUs)
Google revealed the TPU (Tensor Processing Unit), a custom ASIC designed and built specifically for machine learning applications.
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Movidius breakthrough puts AI onto a USB stick
Movidius (innovative Irish chip maker) has just created the world’s first deep learning USB stick. Entitled the Fathom Neural Compute Stick,
Read moreLIFT: Learned Invariant Feature Transform
A new work of Lepetit and Fua about learning invariant feature trasform http://arxiv.org/abs/1603.09114
Read moreLuigi Freda PhD, IEEE Senior Member Bio Sketch I received the “Laurea” degree (summa cum laude) in Computer Engineering in
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15 Deep-Learning Libraries
This page contains a collection of 15 deep-learning libraries. Here you can find another collection, sorted by language.
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