33 results on '"Zheng, Songfeng"'
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2. Fast quantile regression in reproducing kernel Hilbert space
3. KLERC: kernel Lagrangian expectile regression calculator
4. A support vector approach based on penalty function method
5. Speeding up L2-loss support vector regression by random Fourier features.
6. A fast iterative algorithm for support vector data description
7. Smoothly approximated support vector domain description
8. Iteratively reweighted least square for kernel expectile regression with random features.
9. A fast algorithm for training support vector regression via smoothed primal function minimization
10. QBoost: Predicting quantiles with boosting for regression and binary classification
11. A generalized Newton algorithm for quantile regression models
12. An experimental comparison of gene selection by Lasso and Dantzig selector for cancer classification
13. Detecting object boundaries using low-, mid-, and high-level information
14. Integrating local distribution information with level set for boundary extraction
15. Gradient descent algorithms for quantile regression with smooth approximation
16. Shape matching and registration by data-driven EM
17. Automated extraction of the cortical sulci based on a supervised learning approach
18. A majorization-minimization scheme for L2 support vector regression.
19. Iteratively reweighted least square for asymmetric L2-Loss support vector regression.
20. A refined Hoeffding’s upper tail probability bound for sum of independent random variables
21. An improved Bennett's inequality.
22. A Learning Based Algorithm for Automatic Extraction of the Cortical Sulci
23. Object-Based Arctic Sea Ice Ridge Detection From High-Spatial-Resolution Imagery.
24. Boosting Based Conditional Quantile Estimation for Regression and Binary Classification.
25. Probabilistic Cascade Random Fields for Man-Made Structure Detection.
26. Compositional noisy-logical learning.
27. Functional gradient ascent for Probit regression
28. Applying tree-based ensemble algorithms to the classification of ecological zones using multi-temporal multi-source remote-sensing data.
29. Cooperative Sensing via Sequential Detection.
30. LEARNING SPARSE MIXTURE MODELS FOR DISCRIMINATIVE CLASSIFICATION.
31. Learning features from examples for face detection.
32. Unsupervised clustering based reduced support vector machines.
33. A learning based algorithm for automatic extraction of the cortical sulci.
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