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The top documents tagged [empirical risk]

A General Framework for Accurate and Fast Regression by Data Summarization in Random Decision Trees
A General Framework for Accurate and Fast Regression by Data Summarization in Random Decision Trees
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A General Framework for Fast and Accurate Regression by Data Summarization in Random Decision Trees Wei Fan, IBM T.J.Watson Joe McCloskey, US Department
A General Framework for Fast and Accurate Regression by Data Summarization in Random Decision Trees Wei Fan, IBM T.J.Watson Joe McCloskey, US Department
219 views
Systematic Data Selection to Mine Concept Drifting Data Streams Wei Fan IBM T.J.Watson
Systematic Data Selection to Mine Concept Drifting Data Streams Wei Fan IBM T.J.Watson
215 views
On the Optimality of Probability Estimation by Random Decision Trees Wei Fan IBM T.J.Watson
On the Optimality of Probability Estimation by Random Decision Trees Wei Fan IBM T.J.Watson
216 views
Is Random Model Better? - On its accuracy and efficiency - Wei Fan IBM T.J.Watson Joint work with Haixun Wang, Philip S. Yu, and Sheng Ma
Is Random Model Better? - On its accuracy and efficiency - Wei Fan IBM T.J.Watson Joint work with Haixun Wang, Philip S. Yu, and Sheng Ma
219 views
Lecture 4. Linear Models for Regression. Outline Linear Regression Least Square Solution Subset Least Square subset selection/forward/backward Penalized
Lecture 4. Linear Models for Regression. Outline Linear Regression Least Square Solution Subset Least Square subset selection/forward/backward Penalized
216 views
Support vector machine
Support vector machine
653 views
Jason svm tutorial
Jason svm tutorial
233 views
Personalized Search Result Diversification via Structured Learning SHANGSONG LIANG, ZHAOCHUN REN, MAARTEN DE RIJKE UNIVERSITY OF AMSTERDAM PRESENTED BY
Personalized Search Result Diversification via Structured Learning SHANGSONG LIANG, ZHAOCHUN REN, MAARTEN DE RIJKE UNIVERSITY OF AMSTERDAM PRESENTED BY
215 views
Kernel – Based Methods Presented by Jason Friedman Lena Gorelick Advanced Topics in Computer and Human Vision Spring 2003
Kernel – Based Methods Presented by Jason Friedman Lena Gorelick Advanced Topics in Computer and Human Vision Spring 2003
215 views
Efficient Regression in Metric Spaces via Approximate Lipschitz Extension Lee-Ad GottliebAriel University Aryeh KontorovichBen-Gurion University Robert
Efficient Regression in Metric Spaces via Approximate Lipschitz Extension Lee-Ad GottliebAriel University Aryeh KontorovichBen-Gurion University Robert
214 views
Soft Margin Estimation for Speech Recognition Main Reference: Jinyu Li, " SOFT MARGIN ESTIMATION FOR AUTOMATIC SPEECH RECOGNITION," PhD thesis, Georgia
Soft Margin Estimation for Speech Recognition Main Reference: Jinyu Li, " SOFT MARGIN ESTIMATION FOR AUTOMATIC SPEECH RECOGNITION," PhD thesis, Georgia
222 views