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168
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ICML
2010
IEEE
15 years 7 months ago
2010
IEEE
When equipped with kernel functions, online learning algorithms are susceptible to the "curse of kernelization" that causes unbounded growth in the model size. To addres...
160
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CORR
2010
Springer
15 years 4 months ago
2010
Springer
Structured output prediction is an important machine learning problem both in theory and practice, and the max-margin Markov network (M3 N) is an effective approach. All state-of-...
195
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ICML
2003
IEEE
16 years 7 months ago
2003
IEEE
This paper presents a novel discriminative learning technique for label sequences based on a combination of the two most successful learning algorithms, Support Vector Machines an...
170
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ICASSP
2008
IEEE
16 years 1 months ago
2008
IEEE
Independent component analysis (ICA) is a popular approach for blind source separation (BSS). In this study, we develop a new mutual information measure for BSS and unsupervised l...
154
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ISCAS
2007
IEEE
16 years 25 days ago
2007
IEEE
— Scaling of CMOS technologies has led to dramatic increase in sub-threshold, gate and reverse biased junction band-to-band-tunneling (BTBT) leakage. Leakage current has now beco...