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Machine Learning


Reflections on Innateness in Machine Learning

Gary Marcus continues his innateness campaign in a recent arXiv submission (https://arxiv.org/abs/1801.05667). While I have some points of disagreement, I think he raises an interesting question: What innate knowledge, structure, and algorithms are…


Pinterest活跃度提升50%的推荐武器

前不久,我发现Pinterest公开了Pixie推荐系统的论文,读过我之前文章《Pinterest推荐系统四年进化之路》和《从Pinterest到阿里,再谈工业界的推荐系统》的朋友对Pixie应该不陌生。这次论文被WWW 2018接受,里面又公开了很多算法实现和优化细节,今儿就一起读一读。

背景介绍

Pinterest是一个可视化的目录,它包含着几十亿个不同的Pin,其中每一个Pin都由描述,链接,图片或者视频组成。每个月有超过2亿人使用Pinterest,其中最重要…


Advanced games AI with genetic algorithms, neural networks & Q-learning in C# and Tensorflow for Unity

What if you could build a character that could learn while it played? Think about the types of game play you could develop where the enemies started to…


GraphGrail Ai Innovation plan

GraphGrail Ai heralds the merger of Artificial Intelligence, Blockchain and Big Data into a singularity…


AI Generated Music

Where are we with open source AI generated music? There’s a number of bach bots, a number of interesting companies claiming fully AI generated tracks, but I thought a good pulse would be to pull an off the shelf model from the Magenta project and see what happens.