Subject: [Nmlrg] a few references I mentioned yesterday

From: David Meyer <[email-masked]>
Date: Tue, 19 Jul 2016 09:20:48 +0200

(i).   On adversarial images; The canonical reference is here:
http://arxiv.org/pdf/1312.6199v4.pdf. More recent work on Generative
Adversarial Nets (GANs) here:
https://papers.nips.cc/paper/5423-generative-adversarial-nets.pdf (GANs
have emerged as a new and promising technique for unsupervised training).

(ii).  On AlphaGo:
http://www.nature.com/nature/journal/v529/n7587/pdf/nature16961.pdf and
http://www.nature.com/news/google-ai-algorithm-masters-ancient-game-of-go-1.19234.
If you are interested in more on reinforcement learning see Sutton's book
(Reinforcement Learning: An Introduction; you can find it online from
several sources).

(iii).  On LDA and other statistical clustering techniques for
high-cardinality categorical data:
http://www.1-4-5.net/~dmm/ml/lda_intro.pdf (see also
http://www.1-4-5.net/~dmm/ml/)

Thx,

--dmm