原站：http://mark.reid.name/iem/

“Inductio Ex Machina”的内容更新

累计：20 篇（自 2009-08-21 起）

更新：约8篇/年，最后更新157 天前

Inductio Ex Machina

Prediction with Expert Advice as Online Convex Optim

i have been working with bob williamson and tim van erven recently to better understand the notion of mixability in what is known as the prediction with expert advice (pwea) setting for online learning. i was curious as to how this setting relates to another one that is commonly studied in learning theory: online convex optimisation (oco).it is already ... (157 天前)

http://inezha.com/w/am0215k

Inductio Ex Machina

NIPS 2011 Workshop on Relations Between Machine Lear

there is now a bewildering array of inference problems that techniques from machine learning can address: classification, regression, density estimation, clustering, ranking, recommendation, feature selection, hypothesis testing, and more. multiply this by some of the modes in which learning can occur (batch vs. online, active vs. passive, partial vs. fu... (167 天前)

http://inezha.com/w/5znt75o

Inductio Ex Machina

Artificial AI v2.0

the first artificial ai that my co-developer and i started almost three years ago — project ada — is coming along nicely. her (non-computer) vision, (non-machine) learning, nlp, and planning systems are coming along nicely.here’s a recent screenshot1.ada (aai v1.0)encouraged by the success of the first version of the project we decided to take t... (187 天前)

http://inezha.com/w/4yta65i

Inductio Ex Machina

ML Discuss for ICML 2011

icml 2011 is just around the corner so, with the help of some of the conference organisers, i recently updated the ml discuss site i set up last year1 to allow everyone to comment on accepted papers at icml 2011.if you are an author of a paper in icml 2011, i urge you to find your papers and subscribe to their comment feeds via email or rss. instruction... (244 天前)

http://inezha.com/w/co0il5f

Inductio Ex Machina

Proper Losses and the Inevitability of Rediscovery

suppose you have trained a real-valued binary predictor using some learning algorithm. when is it reasonable to relate the real number to the probability , that is, the probability of having a positive label?while there have been quite a few proposed answers to this question, they tend to focus on providing answers for specific techniques, showing ho... (298 天前)

http://inezha.com/w/1nnpu59

Inductio Ex Machina

Bayesian Serenity Prayer

i recently saw this calmly frustrated tweet by john myles white:it’s odd how much of my life these days is spent fitting models i know are false to data that i believe to be inadequate.it was a cry for help and i knew he needed some kind, guiding words to help him through his difficult time. since bayesianism is a religion, i replied with a bayesian... (309 天前)

http://inezha.com/w/pvt8rx5

Inductio Ex Machina

A Universality Cultist Responds

i recently discovered a very good machine learning blog called innou by mathieu blondel (@mathieuen) harsha veeramachaneni1. in particular, the provocative title of his latest post—the cult of universality in statistical learning theory—was what caught my eye. as a recent convert and evangelist of the besieged cult, i felt compelled to clear up some al... (309 天前)

http://inezha.com/w/350x2xs

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