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Learning Multi-View Neighborhood Preserving ProjectionsWe address the problem of metric learning for multi-view data, namely the construction of embedding projections from data in different ...
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Nonlinear relationship and prediction in high dimensional regression settingThe high dimensional setting is a modern and dynamic research area in Statistics. It covers numerous situations where the number ...
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Towards a Design Optimization Method for Reducing the Mechanical Complexity of Underactuated Robotic HandsUnderactuated compliant robotic hands exploit passive mechanics and joint coupling to reduce the number of actuators required to achieve grasp ...
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Machine Learning in Google GogglesMachine Learning in Google Goggles
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Scaling Deep LearningWe have recently started investigating how to scale deep learning techniques to much larger models in an effort to improve ...
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