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| − | + | <h2> <a _fcknotitle="true" href="ECE662">ECE662</a>: <b>Statistical Pattern Recognition and Decision Making Processes, Spring 2014</b> (cross-listed with CS662) </h2> | |
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<div style="border-bottom: rgb(68,68,136) 1px solid; border-left: rgb(51,51,136) 4px solid; padding-bottom: 2em; margin: auto; padding-left: 2em; width: 30em; padding-right: 2em; background: rgb(238,238,255); border-top: rgb(68,68,136) 1px solid; border-right: rgb(68,68,136) 1px solid; padding-top: 2em"> | <div style="border-bottom: rgb(68,68,136) 1px solid; border-left: rgb(51,51,136) 4px solid; padding-bottom: 2em; margin: auto; padding-left: 2em; width: 30em; padding-right: 2em; background: rgb(238,238,255); border-top: rgb(68,68,136) 1px solid; border-right: rgb(68,68,136) 1px solid; padding-top: 2em"> | ||
| − | + | <h2> <b>Welcome to ECE662!</b> </h2> | |
| − | + | <ul><li>When you see the peer review of your work in your dropbox, do not click "mark as read". If you do, then the review will disappear. | |
| − | + | </li></ul> | |
</div> | </div> | ||
| − | + | <hr /> | |
| − | + | <h2> <b>Course Information</b> </h2> | |
| − | + | <p>Instructor: | |
| − | + | </p> | |
| − | Instructor: | + | <ul><li><a href="User:Mboutin">Professor Mimi Boutin</a> |
| − | + | </li></ul> | |
| − | + | <dl><dd><dl><dd>Office: MSEE342 | |
| − | + | </dd><dd><a href="Open office hours mboutin">Office hours</a> | |
| − | + | </dd><dd><a href="https://www.projectrhea.org/rhea/index.php/Special:DropBox?forUser=mboutin&assn=true">Assignment Drop Box</a> | |
| − | + | </dd></dl> | |
| − | + | </dd></dl> | |
| − | + | <p>Lecture: | |
| − | Lecture: | + | </p> |
| − | + | <ul><li><b>When?</b> TuTh, 10:30 - 11:45 | |
| − | + | </li><li><b>Where?</b> EE117 (subject to change) | |
| − | + | </li></ul> | |
| − | + | <hr /> | |
| − | + | <h2> <a href="https://www.projectrhea.org/learning/slectures.php">Slectures</a> </h2> | |
| − | + | <p>Please use this <a href="Slecture template ECE662S14">template for text slectures</a> or this <a href="Slecture template video ECE662S14">template for video slectures</a> | |
| − | + | </p> | |
| − | + | <ul><li>Slectures on Probability and Statistics | |
| − | Please use this | + | <ul><li><a href="ECE662 Whitening and Coloring Transforms S14 MH">Whitening and Coloring Transforms</a>, by <a href="User:Mhossain">Maliha Hossain</a> |
| − | + | </li><li><a href="How to generate random n dimensional data from two categories with different priors slecture Minwoong Kim ECE662 Spring 2014">How to generate n-D Gaussian data in the two category case </a>, by Minwoong Kim (in Korean) | |
| − | + | </li><li><a href="PCA">Principal Component Analysis (PCA)</a>, by <a href="http://web.ics.purdue.edu/~zhou338/">Tian Zhou</a> | |
| − | + | </li></ul> | |
| − | + | </li><li>Slectures on Bayes Rule | |
| − | + | <ul><li><a href="From Bayes Theorem to Pattern Recognition via Bayes Rule">From Bayes' Theorem to Pattern Recognition via Bayes' Rule</a> by <a href="http://varunvasudevan.com/">Varun Vasudevan</a> | |
| − | + | </li><li><a href="Upper Bounds for Bayes Error">Upper Bounds for Bayes Error</a> by G. M. Dilshan Godaliyadda | |
| − | + | </li><li><a href="Test">Upper Bounds for Bayes Error (including the derivation of Chernoff Distance)</a> by Jeehyun Choe | |
| − | + | </li><li><a href="Slecture Bayes rule to minimize risk Andy Park ECE662 Spring 2014">Bayes Rule to minimize risk</a>, by Andy Park | |
| − | + | </li><li><a href="Bayes Rule Minimize Risk Dennis Lee">Bayes Rule for Minimizing Risk</a> by Dennis Lee | |
| − | + | </li><li>Link to slecture (use a descriptive title) | |
| − | + | </li></ul> | |
| − | + | </li><li>Slectures on Density Estimation | |
| − | + | <ul><li><a href="Mle tutorial">Tutorial on Maximum Likelihood Estimates</a> by Sudhir Kylasa | |
| − | + | </li><li><a href="Introduction to local density estimation methods">Introduction to local (nonparametric) density estimation methods</a> by <a href="https://www.youtube.com/watch?v=WwPpsLjUsfQ">Yu Liu</a> | |
| − | + | </li></ul> | |
| − | + | </li><li>Slectures on Linear Classifiers | |
| − | + | </li></ul> | |
| − | + | <hr /> | |
| − | + | <h2> Peer Reviews </h2> | |
| − | + | <ul><li><a href="Instructions peer review hw1">Instruction for peer reviewing HW1</a> | |
| − | + | </li><li>Heads up: peer review of hw2 will be due April 29 | |
| − | + | </li></ul> | |
| − | + | <hr /> | |
| − | + | <h2> Discussion </h2> | |
| − | + | <p>Feel free to use the space below for discussion, or create a page for discussion and link it below. | |
| − | + | </p> | |
| − | + | <ul><li><a href="Data discussion HW1 ECE662 S14 Boutin">Where to find data for HW1</a> | |
| − | + | </li><li><a href="Yelp Dataset">Possible Real-world data to use for class</a> | |
| − | Feel free to use the space below for discussion, or create a page for discussion and link it below. | + | </li><li><a href="Programming help ECE662S14">Programming help!</a> |
| − | + | </li><li>New Discussion | |
| − | + | </li></ul> | |
| − | + | <hr /> | |
| − | + | <p><a href="ECE662">Back to main ECE662 page</a> | |
| − | + | </p><a _fcknotitle="true" href="Category:ECE662Spring2014Boutin">ECE662Spring2014Boutin</a> <a _fcknotitle="true" href="Category:ECE">ECE</a> <a _fcknotitle="true" href="Category:ECE662">ECE662</a> <a _fcknotitle="true" href="Category:Pattern_recognition">Pattern_recognition</a> | |
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Revision as of 05:19, 16 April 2014
Contents
<a _fcknotitle="true" href="ECE662">ECE662</a>: Statistical Pattern Recognition and Decision Making Processes, Spring 2014 (cross-listed with CS662)
Welcome to ECE662!
- When you see the peer review of your work in your dropbox, do not click "mark as read". If you do, then the review will disappear.
Course Information
Instructor:
- <a href="User:Mboutin">Professor Mimi Boutin</a>
- Office: MSEE342
- <a href="Open office hours mboutin">Office hours</a>
- <a href="https://www.projectrhea.org/rhea/index.php/Special:DropBox?forUser=mboutin&assn=true">Assignment Drop Box</a>
Lecture:
- When? TuTh, 10:30 - 11:45
- Where? EE117 (subject to change)
<a href="https://www.projectrhea.org/learning/slectures.php">Slectures</a>
Please use this <a href="Slecture template ECE662S14">template for text slectures</a> or this <a href="Slecture template video ECE662S14">template for video slectures</a>
- Slectures on Probability and Statistics
- <a href="ECE662 Whitening and Coloring Transforms S14 MH">Whitening and Coloring Transforms</a>, by <a href="User:Mhossain">Maliha Hossain</a>
- <a href="How to generate random n dimensional data from two categories with different priors slecture Minwoong Kim ECE662 Spring 2014">How to generate n-D Gaussian data in the two category case </a>, by Minwoong Kim (in Korean)
- <a href="PCA">Principal Component Analysis (PCA)</a>, by <a href="http://web.ics.purdue.edu/~zhou338/">Tian Zhou</a>
- Slectures on Bayes Rule
- <a href="From Bayes Theorem to Pattern Recognition via Bayes Rule">From Bayes' Theorem to Pattern Recognition via Bayes' Rule</a> by <a href="http://varunvasudevan.com/">Varun Vasudevan</a>
- <a href="Upper Bounds for Bayes Error">Upper Bounds for Bayes Error</a> by G. M. Dilshan Godaliyadda
- <a href="Test">Upper Bounds for Bayes Error (including the derivation of Chernoff Distance)</a> by Jeehyun Choe
- <a href="Slecture Bayes rule to minimize risk Andy Park ECE662 Spring 2014">Bayes Rule to minimize risk</a>, by Andy Park
- <a href="Bayes Rule Minimize Risk Dennis Lee">Bayes Rule for Minimizing Risk</a> by Dennis Lee
- Link to slecture (use a descriptive title)
- Slectures on Density Estimation
- <a href="Mle tutorial">Tutorial on Maximum Likelihood Estimates</a> by Sudhir Kylasa
- <a href="Introduction to local density estimation methods">Introduction to local (nonparametric) density estimation methods</a> by <a href="https://www.youtube.com/watch?v=WwPpsLjUsfQ">Yu Liu</a>
- Slectures on Linear Classifiers
Peer Reviews
- <a href="Instructions peer review hw1">Instruction for peer reviewing HW1</a>
- Heads up: peer review of hw2 will be due April 29
Discussion
Feel free to use the space below for discussion, or create a page for discussion and link it below.
- <a href="Data discussion HW1 ECE662 S14 Boutin">Where to find data for HW1</a>
- <a href="Yelp Dataset">Possible Real-world data to use for class</a>
- <a href="Programming help ECE662S14">Programming help!</a>
- New Discussion
<a href="ECE662">Back to main ECE662 page</a>
<a _fcknotitle="true" href="Category:ECE662Spring2014Boutin">ECE662Spring2014Boutin</a> <a _fcknotitle="true" href="Category:ECE">ECE</a> <a _fcknotitle="true" href="Category:ECE662">ECE662</a> <a _fcknotitle="true" href="Category:Pattern_recognition">Pattern_recognition</a>
