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Header /5611/boinboing report this ad / Cory Doctorow / 9:28 am Wed Mar 29, 2017 /5611/boinboing See all deals /5611/boinboing Twitter Facebook RSS In a newly revised paper in Computer Vision and Pattern Recognition , a group of French and Swiss computer science researchers show that "a very small perturbation vector that causes natural images to be misclassified with high probability" -- that is, a minor image transformation can beat machine learning systems nearly every time. /5611/boinboing report this ad What's more, the researchers show evidence that similar tiny distortions exist in other kinds of data-types that confound all machine-learning systems! The "universal adversarial preturbation" changes images in ways that are imperceptible to the human eye, but devastating to machine vision. The research is typical of ...
publ: 15-Jul, 2015 Subscribe to KDnuggets News | | Contact SOFTWARE NEWS Top stories Opinions Tutorials JOBS Companies Courses Datasets EDUCATION Certificates Meetings Webinars #header end KDnuggets Home » News » 2015 » Jul » Opinions, Interviews, Reports » Deep Learning Adversarial Examples – Clarifying Misconceptions ( 15:n23 ) Previous post Next post Tags: Adversarial , Deep Learning , Ian Goodfellow , Myths , Regularization Google scientist clarifies misconceptions and myths around Deep Learning Adversarial Examples, including: they do not occur in practice, Deep Learning is more vulnerable to them, they can be easily solved, and human brains make similar mistakes. comments By Ian Goodfellow (Google) . Gregory Piatetsky, Editor: earlier KDnuggets post by Zachary Lipton (Deep Learning's Deep Flaws)'s Deep Flaws led to...
« prev · plain text · next » 2001 · Erik Naggum comp.lang.lisp archive search · random Subject: Re: Polymorphism in Common Lisp From: Erik Naggum <erik@naggum.net> Date: Sat, 18 Aug 2001 11:42:46 GMT Newsgroups: comp.lang.lisp Message-ID: < 3207123764972938@naggum.net > * Software Scavenger > What I want to do is make it as short and clear as possible to contradict > the claim that Haskell programs are shorter and clearer than Lisp > programs. Clearly, Haskell must have been used for something that Common Lisp can do better? Rather than let Haskell set the baseline, let Common Lisp set the baseline and try to show what long and verbose code Haskell needs to do the same thing. E.g., it, too, should do poorly for parsing XML. :) > But is that the best I could do? The Haskell version still seems > slightly shorter and clearer. Every language has been optimized for ...
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Skip to content Features Explore Pricing '"` </textarea></xmp> This repository Sign in or Sign up Watch 4 Star 14 Fork 9 jwiegley / emacs-release Code Issues 0 Pull requests 0 Projects 0 Pulse Graphs Permalink blob contrib key: blob_contributors:v21:6fffe7dcdde21e22d73428bd4839033a Branch: master Switch branches/tags Branches Tags mac-port master Nothing to show Nothing to show Find file Copy path emacs-release / lisp / vc / smerge-mode.el adfd593 Oct 21, 2014 jwiegley emacs-24.4 1 contributor jwiegley Raw Blame History 1359 lines (1251 sloc) 52.3 KB ; ;; smerge-mode.el --- Minor mode to resolve diff3 conflicts -*- lexical-binding : t -*- ; ; Copyright (C) 1999-2014 Free Software Foundation, Inc. ...
Henry G. Baker Nimble Computer Corporation, 16231 Meadow Ridge Way, Encino, California 91436 (818) 986-1436 (818) 986-1360 (FAX) This work was supported in part by the U.S. Department of Energy Contract No. DE-AC03-88ER80663. A later version of this paper appeared in Lisp and Symbolic Computation 5 , 3 (Sept 1992), 157-190. Abstract Common Lisp [CL84] [CL90] includes a dynamic datatype system of moderate complexity, as well as predicates for checking the types of language objects. Additionally, an interesting predicate of two "type specifiers"-- SUBTYPEP --is included in the language. This subtypep predicate provides a mechanism with which to query the Common Lisp type system regarding containment relations among the various built-in and user-defined types. While subtypep is rarely needed by an applications programmer, the efficiency of a Common Lisp implementation can depend cri...