105 results on '"Figueiras-Vidal, A.R."'
Search Results
2. Marginalized neural network mixtures for large-scale regression
3. Adaptively biasing the weights of adaptive filters
4. Advantages of Unbiased Support Vector Classifiers for Data Mining Applications
5. Support vector machines framework for linear signal processing
6. Growing support vector classifiers with controlled complexity
7. Improving Generalization Ability Of Hmm/Nns Based Classifiers
8. Does diversity improve deep learning?
9. ADAPTIVE SIGNAL PROCESSING: A DISCUSSION OF TRADE-OFFS FROM THE PERSPECTIVE OF ARTIFICIAL LEARNING
10. A FAST LUT+CMAC DATA PREDISTORTER
11. ADAPTIVE+DARWINIAN APPROACH FOR THE ESTIMATION AND TRACKING OF TIME DELAYS
12. A Dynamically Adjusted Mixed Emphasis Method for Building Boosting Ensembles
13. Adaptive antenna array processing with kernels
14. Support Vector Machines for Nonlinear Kernel ARMA System Identification
15. Mean-square performance of a convex combination of two adaptive filters
16. Pattern Classification with Missing Values using Multitask Learning
17. New Algorithms for Improved Adaptive Convex Combination of LMS Transversal Filters
18. Tracking properties of a convex combination of two adaptive filters
19. Adaptive combination of normalised filters for robust system identification
20. Local Estimation of Posterior Class Probabilities to Minimize Classification Errors
21. Support Vector Method for RobustARMA System Identification
22. A block-based approach to adaptively bias the weights of adaptive filters.
23. Heteroscedastic Gaussian process regression using expectation propagation.
24. A robust support vector algorithm for nonparametric spectral analysis
25. Improving boosting performance with a local combination of learners.
26. Least-squares adaptation of affine combinations of multiple adaptive filters.
27. Empirical risk minimization for support vector classifiers
28. A mixed neural-genetic algorithm for the broadcast scheduling problem
29. Improved adaptive filtering schemes via adaptive combination.
30. Applying emphasized soft targets for Gaussian Mixture Model based classification.
31. A new least squares adaptation scheme for the affine combination of two adaptive filters.
32. Adaptive combination of IPNLMS filters for robust sparse echo cancellation.
33. A normalized adaptation scheme for the convex combination of two adaptive filters.
34. A New Cost Function for Binary Classification Problems Based on the Distributions of the Soft Output for Each Class.
35. Cyclosporine concentration prediction using clustering and support vector regression methods
36. Fast Classification with Neural Networks via Confidence Rating.
37. Separate-variable adaptive combination of LMS adaptive filters for plant identification.
38. Multiple plant identifier via adaptive LMS convex combination.
39. On the structure of strict sense Bayesian cost functions and its applications
40. Weighted least squares training of support vector classifiers leading to compact and adaptive schemes
41. Unbiased support vector classifiers.
42. Cost functions to estimate a posteriori probabilities in multiclass problems
43. Editorial
44. Compensation for nonlinearities in third-generation mobile systems
45. Sample selection via clustering to construct support vector-like classifiers
46. Generalizing CMAC architecture and training
47. Wiener extrapolation of sequences and the expectation-maximization algorithm
48. New POCS algorithms for regularization of inverse problems
49. An adaptive beamforming technique based on cyclostationary signal properties
50. Efficient adaptive vector quantization of LPC parameters
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