1474 search results - page 196 / 295 » Using Machine Learning to Focus Iterative Optimization |
143
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ICIP
2010
IEEE
15 years 26 days ago
2010
IEEE
Most approaches to learn classifiers for structured objects (e.g., images) use generative models in a classical Bayesian framework. However, state-of-the-art classifiers for vecto...
134
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PERCOM
2007
ACM
16 years 2 months ago
2007
ACM
Abstract. A major challenge in pervasive computing is to learn activity patterns, such as bathing and cleaning from sensor data. Typical sensor deployments generate sparse datasets...
123
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ICCV
2009
IEEE
15 years 20 days ago
2009
IEEE
We propose a subspace learning algorithm for face recognition by directly optimizing recognition performance scores. Our approach is motivated by the following observations: 1) Di...
118
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SICHERHEIT
2010
15 years 24 days ago
2010
We introduce a new representation for monitored behavior of malicious software called Malware Instruction Set (MIST). The representation is optimized for effective and efficient a...
136
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NIPS
2001
15 years 4 months ago
2001
The paper studies machine learning problems where each example is described using a set of Boolean features and where hypotheses are represented by linear threshold elements. One ...