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== '''Welcome to ECE662!''' == | == '''Welcome to ECE662!''' == | ||
| − | *I had to deactivate the review because of a problem. Hopefully, I can reactivate them asap. -pm | + | *I had to deactivate the review because of a problem. Hopefully, I can reactivate them asap. -pm |
| − | *Does anybody in the class speak Spanish (besides Francis)? If so, please send me an email. -pm | + | *Does anybody in the class speak Spanish (besides Francis)? If so, please send me an email. -pm |
*Does anybody in the class speak Russian (besides Aziza)? If so, please send me an email. -pm | *Does anybody in the class speak Russian (besides Aziza)? If so, please send me an email. -pm | ||
</div> | </div> | ||
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**[[From Bayes Theorem to Pattern Recognition via Bayes Rule|From Bayes' Theorem to Pattern Recognition via Bayes' Rule]] by [http://varunvasudevan.com/ Varun Vasudevan] | **[[From Bayes Theorem to Pattern Recognition via Bayes Rule|From Bayes' Theorem to Pattern Recognition via Bayes' Rule]] by [http://varunvasudevan.com/ Varun Vasudevan] | ||
**[[Upper Bounds for Bayes Error|Upper Bounds for Bayes Error]] by G. M. Dilshan Godaliyadda | **[[Upper Bounds for Bayes Error|Upper Bounds for Bayes Error]] by G. M. Dilshan Godaliyadda | ||
| − | ** | + | **by Yihan Ding{{Upper Bounds for Bayes error}} |
**[[Test|Upper Bounds for Bayes Error (including the derivation of Chernoff Distance)]] by Jeehyun Choe | **[[Test|Upper Bounds for Bayes Error (including the derivation of Chernoff Distance)]] by Jeehyun Choe | ||
**[[Slecture Bayes rule to minimize risk Andy Park ECE662 Spring 2014|Bayes Rule to minimize risk]], by Andy Park | **[[Slecture Bayes rule to minimize risk Andy Park ECE662 Spring 2014|Bayes Rule to minimize risk]], by Andy Park | ||
| Line 50: | Line 50: | ||
**[[Derivation of Bayes' Rule from Bayes' Theorem]] by Nadra Guizani | **[[Derivation of Bayes' Rule from Bayes' Theorem]] by Nadra Guizani | ||
**[[Bayes rule in practice]] by Lu Wang | **[[Bayes rule in practice]] by Lu Wang | ||
| − | **Link to slecture (use a descriptive title) | + | **Link to slecture (use a descriptive title) |
| − | *Slectures on Neyman-Pearson test and ROC curves | + | *Slectures on Neyman-Pearson test and ROC curves |
| − | **[[Slecture Neyman-Pearson Lemma and Receiver Operating Characteristic Curve ECE662Spring2014]] by Soonam Lee | + | **[[Slecture Neyman-Pearson Lemma and Receiver Operating Characteristic Curve ECE662Spring2014]] by Soonam Lee |
*Slectures on Density Estimation | *Slectures on Density Estimation | ||
**[[Mle tutorial|Tutorial on Maximum Likelihood Estimates]] by Sudhir Kylasa | **[[Mle tutorial|Tutorial on Maximum Likelihood Estimates]] by Sudhir Kylasa | ||
| Line 64: | Line 64: | ||
*[[Instructions peer review hw1|Instruction for peer reviewing HW1]] | *[[Instructions peer review hw1|Instruction for peer reviewing HW1]] | ||
*[[Instructions peer review hw2|Instruction for peer reviewing HW2]] (due before class on April 29) | *[[Instructions peer review hw2|Instruction for peer reviewing HW2]] (due before class on April 29) | ||
| + | |||
---- | ---- | ||
Revision as of 12:53, 23 April 2014
Contents
ECE662: Statistical Pattern Recognition and Decision Making Processes, Spring 2014 (cross-listed with CS662)
Welcome to ECE662!
- I had to deactivate the review because of a problem. Hopefully, I can reactivate them asap. -pm
- Does anybody in the class speak Spanish (besides Francis)? If so, please send me an email. -pm
- Does anybody in the class speak Russian (besides Aziza)? If so, please send me an email. -pm
Course Information
Instructor:
- Office: MSEE342
- Office hours
- Assignment Drop Box
Lecture:
- When? TuTh, 10:30 - 11:45
- Where? EE117 (subject to change)
Slectures
Please use this template for text slectures or this template for video slectures
- Slectures on Probability and Statistics
- Whitening and Coloring Transforms, by Maliha Hossain
- How to generate n-D Gaussian data in the two category case , by Minwoong Kim (in Korean)
- Principal Component Analysis (PCA), by Tian Zhou
- Curse of Dimensionality, by Haonan Yu
- Slectures on Bayes Rule
- From Bayes' Theorem to Pattern Recognition via Bayes' Rule by Varun Vasudevan
- Upper Bounds for Bayes Error by G. M. Dilshan Godaliyadda
- by Yihan Ding www.projectrhea.org/rhea/index.php/Upper_Bound_for_Bayes_error
- Upper Bounds for Bayes Error (including the derivation of Chernoff Distance) by Jeehyun Choe
- Bayes Rule to minimize risk, by Andy Park
- Bayes Rule for Minimizing Risk by Dennis Lee
- Derivation of Bayes' Rule from Bayes' Theorem by Nadra Guizani
- Bayes rule in practice by Lu Wang
- Link to slecture (use a descriptive title)
- Slectures on Neyman-Pearson test and ROC curves
- Slectures on Density Estimation
- Slectures on Linear Classifiers
Peer Reviews
- Instruction for peer reviewing HW1
- Instruction for peer reviewing HW2 (due before class on April 29)
Discussion
Feel free to use the space below for discussion, or create a page for discussion and link it below.
- Where to find data for HW1
- Possible Real-world data to use for class
- Programming help!
- New Discussion
