FROM TEXT TO INTERACTION (INTRO)

Intro to Digital Oscillosco

Digital scopes are key tools used in the diagnosis, test, and evaluation of electronic circuits and systems. LeCroy DSOs provide the ease of use, reliability, and performance required by engineers to quickly solve electronics problems. LeCroy’s digital scopes integrate advanced digital signal processing technology and a powerful processor with software solutions to save you valuable time in sol...

Intro to Economic analysis

– Introduction to Economic Analysis is the introductory course of the theory concentration major in Economics. It is intended for students who wish to begin their formal study of economic reasoning. Its goal is to develop concepts and analytical tools that economists use to understand general social and economic phenomena. As such it relies on a higher level of abstraction and focuses on the co...

Intro to IFT

Intro to generalization; Chernoff method

i=1 `(f(xi), yi)), f̄ := ”argminf∈F”R(f), f̄n := ”argminf∈F”R̂(f), f̂ output of optimization algorithm, ḡ := ”argming measurable”R(g). (As usual, argmin has technical issues we are avoiding, hence the quotes.) The goal in a machine learning problem is to make an algorithm that outputs f̂ so that R(f̂)−R(ḡ) is small. We can decompose this error into the following pieces: R(f̂)−R(ḡ) = R(f̂)− R̂(f̂) (4) + R̂...

Crowdsourcing Interaction Logs to Understand Text Reuse from the Web

We report on the construction of the Webis text reuse corpus 2012 for advanced research on text reuse. The corpus compiles manually written documents obtained from a completely controlled, yet representative environment that emulates the web. Each of the 297 documents in the corpus is about one of the 150 topics used at the TREC Web Tracks 2009–2011, thus forming a strong connection with existi...