Feature Selection (22)
![video-img](https://apiminio.videolectures.net/vln/lectures/18814/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20250124%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250124T101209Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=492c6b113137c370223357bc339ffc85e0f4a1e5f79829bd916242a89aecebaa)
26:02
MASK: Robust Local Features for Audio Fingerprinting
2012-09-18
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2884 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/17015/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20250124%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250124T101209Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=aeb8837d01bee09935ad929f63b308a94456fb5d53ca912462bd7423f630d3d8)
01:52
Minimax Localization of Structural Information in Large Noisy Matrices
2012-09-06
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2701 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/17013/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20250124%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250124T101209Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=56651ae108c69e0df43368335095e650028ba5156dd352b04df42bf3ff54c1b6)
05:18
Sparse Estimation with Structured Dictionaries
2012-09-06
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3483 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/16635/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20250124%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250124T101209Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=4d8b92d7ec53d9ab3bcb09b035d2cf8a981dddc0478366c2ba4035b458215f03)
16:25
Eigenvector Sensitive Feature Selection For Spectral Clustering
2011-11-30
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3479 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/16661/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20250124%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250124T101209Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=de2173514d3d3f6cb9b2f1bb90a82197c1019c52d11559c32fc48e18aa8d5c4c)
19:18
Higher Order Contractive auto-encoder
2011-11-30
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3824 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/15960/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20250124%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250124T101209Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=e738268d22bbd8e68d017cb713ffc0ab2448440ed504115a7ddcd73d42fdcbf8)
15:09
Homogeneity-based Feature Extraction for Classification of Early-stage Alzheimer...
2011-10-04
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3800 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/16098/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20250124%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250124T101209Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=22a5c59bc851677c981c3a19a3f62e406e6b06bd4e68ce9f41e1687f02b00a4d)
21:42
Feature Selection Stability Assessment based on the Jensen-Shannon Divergence
2011-10-03
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3246 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/16099/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20250124%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250124T101209Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=ab079f424b8cc0939c41f54486afca9e485bbf14ef8d7e9e703d52eba2d03be9)
23:55
Fast projections onto l1,q-norm balls for grouped feature selection
2011-10-03
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3224 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/16100/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20250124%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250124T101209Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=4d618fab7481f42b7c9358dd7de1062881e344c369742092be225375b901270c)
20:28
A Novel Stability based Feature Selection Framework for k-means Clustering
2011-10-03
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3284 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/16059/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20250124%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250124T101209Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=58fa938b44f9c9568aa805557757a213517b333f91f4def61cd1032825408010)
05:10
The MASH Project
2011-10-03
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2876 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/12003/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20250124%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250124T101209Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=4e224b4dbf7a99381fc0f9934dc1ce75ee17c5eda43340e65016550450b739de)
21:53
Learning Feature Hierarchies by Learning Deep Generative Models
2010-03-26
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6012 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/9919/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20250124%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250124T101209Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=8bc43c1756c68abb40fb23eaf7309ca7253d2b0096cb08935c2bfb9e7512e84a)
27:46
Stable and Accurate Feature Selection
2009-10-20
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4580 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/9945/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20250124%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250124T101209Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=0a32be7962ae578bc5ba910546f8cb79ff0a33629220fb0c93a0f434dc94825a)
17:36
Detecting Key Features in Popular Music: Case Study - Singing Voice Detection
2009-10-20
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4233 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/9924/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20250124%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250124T101209Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=996e61fe0caf4a9d1018f0f58bc041104818794f01ff5795552a274cc1159c12)
20:01
The Feature Importance Ranking Measure
2009-10-20
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3294 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/9921/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20250124%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250124T101209Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=dc72f9d7f0cf3931aa8a1e609d8c89aa6d4515d1f3ece3aac40f193281f8a056)
25:20
Feature Selection for Value Function Approximation Using Bayesian Model Selectio...
2009-10-20
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3458 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/9917/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20250124%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250124T101209Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=a7ebfdaa2e59b80db838680c8aa982840db25f48237d43a12bd62b53500bb4b6)
23:28
On Feature Selection, Bias-Variance, and Bagging
2009-10-20
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4444 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/9920/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20250124%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250124T101209Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=3171d52c4a2a19b35df991a7a2fb2bb84f70512be3d07abca064af0861a1701d)
19:53
Feature Selection by Transfer Learning with Linear Regularized Models
2009-10-20
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3846 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/9528/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20250124%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250124T101209Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=9b9417cca1af75b535841928e131ed1c76404308df6539c43536d4deca4c2c9c)
33:21
Convex Sparse Methods for Feature Hierarchies
2009-08-26
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4466 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/9411/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20250124%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250124T101209Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=adf3eb36760d743e82b888465d2d9f5178509255866626a2ffa7e169183ff2c1)
20:44
Partially Supervised Feature Selection with Regularized Linear Models
2009-08-26
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3643 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/8446/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20250124%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250124T101209Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=d4febfa104312d7cf47a04c45433b5f84ea44483bb16d714d69e11c2cf84c1c4)
01:01:49
High-Dimensional Non-Linear Variable Selection through Hierarchical Kernel Learn...
2009-05-06
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4391 Views
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