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Innuo | Machine learning, statistics etc. | mlstat.wordpress.com Reviews
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Machine learning, statistics etc.
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The Cult of Universality in Statistical Learning Theory | Innuo
https://mlstat.wordpress.com/2010/10/31/the-cult-of-universality-in-statistical-learning-theory
Machine learning, statistics etc. The Cult of Universality in Statistical Learning Theory. The Cult of Universality in Statistical Learning Theory. October 31, 2010. However, the situation seems to be that the engineer having been forewarned by her pragmatic colleagues (or having checked a few herself) that these bounds are vacuous for most realistic problems, circumvents them altogether in her search for any useful nuggets in the article. The cult of universality. An inventive engineer designs a learnin...
Regularized Minimax for Robust Learning | Innuo
https://mlstat.wordpress.com/2010/03/13/constrained-minimax-for-robust-learning
Machine learning, statistics etc. Regularized Minimax for Robust Learning. Regularized Minimax for Robust Learning. March 13, 2010. This post is about using minimax estimation for robust learning when the test data distribution is expected to be different from the training data distribution, i.e learning that is robust to data drift. Cost Sensitive Loss Functions. Given a training data set. Most learning algorithms learn a classifier. That is parametrized by a vector. By minimizing a loss function. Inste...
Regularized Minimax on Synthetic Data | Innuo
https://mlstat.wordpress.com/2010/04/19/regularized-minimax-on-synthetic-data
Machine learning, statistics etc. Regularized Minimax on Synthetic Data. Regularized Minimax on Synthetic Data. April 19, 2010. First I would like to mention that, since my last post. I came across the paper from 2005 on Robust Supervised Learning. By J Andrew Bagnell that proposed almost exactly the same regularized minimax algorithm as the one I derived. He motivates the problem slightly differently and weights each example separately and not based on types, but the details are essentially identical.
Random Fourier Features for Kernel Density Estimation | Innuo
https://mlstat.wordpress.com/2010/10/04/random-fourier-features-for-kernel-density-estimation
Machine learning, statistics etc. Random Fourier Features for Kernel Density Estimation. Random Fourier Features for Kernel Density Estimation. October 4, 2010. The NIPS paper Random Fourier Features for Large-scale Kernel Machines. By Rahimi and Recht presents a method for randomized feature mapping where dot products in the transformed feature space approximate (a certain class of) positive definite (p.d.) kernels in the original space. We know that for any p.d. kernel there exists a. The Gaussian radi...
mlstat | Innuo
https://mlstat.wordpress.com/author/mlstat
Machine learning, statistics etc. The Cult of Universality in Statistical Learning Theory. October 31, 2010. The question is frequently raised as to why the theory and practice of machine learning are so divergent. Whereas if you glance at any article about classification, chances are that you will find symbol upon lemma and equation upon inequality, making claims about the bounds on the error rates, that should putatively guide the engineer in the solution of her problem. The cult of universality. Bound...
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Complex Adaptive Systems: July 2009
http://coadsy.blogspot.com/2009_07_01_archive.html
Tuesday, 28 July 2009. These little annoying and surprising things. Concerning Python as language of "very clear syntax which emphasizes code readability" (Wikipedia):. A = Annoying = Anti-Python. 1 The naming conventions of.:. A) package-files/magic members: init .py. B) visibility modifiers: protected. So and in general. Really, why did Guido do this? Is there an explanation? Perhaps it's inherited from another language? 2 The verbose.:. Powerful ability to handle and process strings in general.).
Complex Adaptive Systems: Some NLP-related Python code
http://coadsy.blogspot.com/2009/10/some-nlp-related-python-code.html
Sunday, 11 October 2009. Some NLP-related Python code. 1 A program that counts the Flesch Score. Of a text. Code here. Don't know if the syllables are computed correctly. 2 A program that searches a wordlist for minimal pairs. The format of the wordlist is restrictive and the minimal pairs are printed twice! 3 A program that obfuscates the input, which means that first and last letter are the same but everything in between is mixed around. Code here. Subscribe to: Post Comments (Atom). All In The Mind.
applied mathematics | A Pillow Diary of an Expatriate Scientist
https://ppotato.wordpress.com/podcast-and-media/mathematics
A Pillow Diary of an Expatriate Scientist. A sceptic of climate change deniers and anti-science: bits of random thoughts (枕草子, 地平線を超えて. Http:/ www.mblondel.org/journal/. Http:/ mlstat.wordpress.com/. Leave a Reply Cancel reply. Enter your comment here. Fill in your details below or click an icon to log in:. Email (Address never made public). You are commenting using your WordPress.com account. ( Log Out. You are commenting using your Twitter account. ( Log Out. Notify me of new comments via email. Follow...
code and ski camp | LingPipe Blog
https://lingpipe-blog.com/category/code-and-ski-camp
Natural Language Processing and Text Analytics. Archive for the ‘code and ski camp’ Category. Canceled: Help Build a Watson Clone–Participants Sought for LingPipe Code Camp. January 10, 2014. Code Camp is canceled. We are late on delivering a LingPipe recipes book to our publisher and that will have to be our project for March. But we could have testers/reviewers come and hang out. Less fun I think. 8212;————————. 8212;———————. I have blogged about Watson. The code base will be open source. We are mo...
Complex Adaptive Systems: Google Cheat Sheet 0.11
http://coadsy.blogspot.com/2009/09/google-cheat-sheet-011.html
Tuesday, 15 September 2009. Google Cheat Sheet 0.11. Wrote a Google Cheat Sheet: http:/ rapidshare.com/files/280485137/gcs.pdf. It's simple and contains every working function in Google Search, Groups, News, Calculator. What's missing? Subscribe to: Post Comments (Atom). The fundamental cause of the trouble is that in the modern world the stupid are cocksure while the intelligent are full of doubt. Follow me on Twitter. View my complete profile. Download all SMBC Comics. Google Cheat Sheet 0.11.
Complex Adaptive Systems: December 2009
http://coadsy.blogspot.com/2009_12_01_archive.html
Sunday, 13 December 2009. Last friday I gave presentation on Zipf's law. Primarily concerned with processing frequency lists and spectra in R. The scripts contain two Python programs for extracting frequencies out of NLTK. S internal Gutenberg selection corpus and the section J of the ACL Anthology. Corpus. If you don't have access to the ACL, I provide the processed TFL and SPC files for both corpora in the ZIP file. Subscribe to: Posts (Atom). Follow me on Twitter. View my complete profile.
Complex Adaptive Systems: April 2009
http://coadsy.blogspot.com/2009_04_01_archive.html
Friday, 10 April 2009. This is going to be a very boring semester. Java. Is really interesting but also complicated for a beginner. Compared to Python, it feels like a mature language and you have to think (more) about what you're doing. Formal Syntax. Is complex and time-consuming, especially for me, since I'm not into Syntax. I'm more interested in semantics and therefore Logic. Is quite fancy - although sometimes it's as boring as Math. Acoustic phonetics. Hasn't started yet and Artificial Intelligence.
Complex Adaptive Systems: September 2009
http://coadsy.blogspot.com/2009_09_01_archive.html
Monday, 28 September 2009. This program evaluates logic expressions out of a textfile with Reveresed Polish Notation. Wind and red have the value of 1, sun and rain 0 since they are prefixed by "/". Here's the syntax to run the program: "python log.py myworld.world". It quits when an empty expression occurs. C: Python26 python log.py myworld.world. Logical Expression: rain sun &. Logical Expression: sun red. Logical Expression: sun wind. Logical Expression: winter sun &. Logical Expression: sun red.
Complex Adaptive Systems: Zipf's law
http://coadsy.blogspot.com/2009/12/zipfs-law.html
Sunday, 13 December 2009. Last friday I gave presentation on Zipf's law. Primarily concerned with processing frequency lists and spectra in R. The scripts contain two Python programs for extracting frequencies out of NLTK. S internal Gutenberg selection corpus and the section J of the ACL Anthology. Corpus. If you don't have access to the ACL, I provide the processed TFL and SPC files for both corpora in the ZIP file. Subscribe to: Post Comments (Atom). Follow me on Twitter. View my complete profile.
Complex Adaptive Systems: Python-based RPN Evaluator
http://coadsy.blogspot.com/2009/09/python-based-rpn-evaluator.html
Monday, 28 September 2009. This program evaluates logic expressions out of a textfile with Reveresed Polish Notation. Wind and red have the value of 1, sun and rain 0 since they are prefixed by "/". Here's the syntax to run the program: "python log.py myworld.world". It quits when an empty expression occurs. C: Python26 python log.py myworld.world. Logical Expression: rain sun &. Logical Expression: sun red. Logical Expression: sun wind. Logical Expression: winter sun &. Logical Expression: sun red.
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mlstar's blog - mlstar - Skyrock.com
Nevertheless ever bless.Because don't haffi dread to be Rasta. 31/01/2006 at 4:41 AM. 20/05/2009 at 7:33 AM. Subscribe to my blog! Greetin' in the day of his majesty imperial Haile Selassie Jah Rastafari ever livin' ,ever faithful, ever souls Selassie the first ,Rastafari ever livin'. Don't forget that insults, racism, etc. are forbidden by Skyrock's 'General Terms of Use' and that you can be identified by your IP address (67.219.144.170) if someone makes a complaint. Posted on Sunday, 02 April 2006 at 6...
Blog de mlstar24 - les miss prennent l antenne!!!!!! - Skyrock.com
Mot de passe :. J'ai oublié mon mot de passe. Les miss prennent l antenne! Mise à jour :. Abonne-toi à mon blog! Jme présente je m'appelle MARIE! Vou connaissez la chanson! Si tu veux en savoir plus regarde la suite! N'oublie pas que les propos injurieux, racistes, etc. sont interdits par les conditions générales d'utilisation de Skyrock et que tu peux être identifié par ton adresse internet (67.219.144.114) si quelqu'un porte plainte. Ou poster avec :. Posté le mardi 19 septembre 2006 16:51. Mais je l'a...
Moose Lake Star Gazette Homepage
Moose Lake Star Gazette - Serving Carlton and Pine Counties Since 1895. Week of March 29, 2018. Polar League puts on season's All-Star Game. Third place for MLWR traveling team. Barnum students earn recognition at BPA conference. March campaign against hunger. Pine Co. out of home placements source of concern. March campaign against hunger. By Lois E. Johnson, Moose Lake Star-Gazette. Enrollment numbers affect Barnum's 2018-19 school budget. By Lois E. Johnson. By Kelly Bonitz BPA Advisor. Barnum Science...
Monica's Story of Adventure, Passion, and Life
Monica's Story of Adventure, Passion, and Life. Changing direction in life is not tragic, losing passion in life is' - Max Lucado. Wednesday, July 9, 2014. Lake Tahoe: Thunderbird Lodge. Thursday, June 26, 2014. Lake Tahoe: Silver Springs. Lake Tahoe: Kayaking and Waterfall Hike. Thhese on my phone, so I'll have to do this later. Wednesday, June 25, 2014. Tuesday, June 24, 2014. Lake Tahoe: Baldwin Estate. Monday, June 23, 2014. Lake Tahoe: Day 3. Today we went to a place called the Pine Lodge.
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Innuo | Machine learning, statistics etc.
Machine learning, statistics etc. The Cult of Universality in Statistical Learning Theory. October 31, 2010. The question is frequently raised as to why the theory and practice of machine learning are so divergent. Whereas if you glance at any article about classification, chances are that you will find symbol upon lemma and equation upon inequality, making claims about the bounds on the error rates, that should putatively guide the engineer in the solution of her problem. The cult of universality. Bound...
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