Searching for authors named "Sethu Vijayakumar" – sorted by Relevance.
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- …Sethu Vijayakumar Work : Laboratory for Information Synthesis, RIKEN Brain Science Institute, 2…
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An incremental approach to training data selection in neural networks.Master's thesis
- … An Incremental Approach to Training Data Selection in Neural Networks Sethu Vijayakumar May 9…
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A Gradient Based Technique for Generating Sparse Representation in Function Approximation
- … of the conventional quadratic programming routines. 2 Introduction Sethu Vijayakumar ∗ and Si Wu RIKEN Brain Science…
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Local Adaptive Subspace Regression
- … Letters, 7, 139-149. Locally Adaptive Subspace Regression Sethu Vijayakumar *⊕ sethu…
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A Functional Analytic Approach to Incremental Learning in Optimally Generalizing Neural Networks
- … in Optimally Generalizing Neural Networks Sethu VIJAYAKUMAR and Hidemitsu OGAWA TR96-0006 April Department…
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Learning Discontinuities with Products-of-Sigmoids for Switching between Local Models
- … Toussaint mtoussai@(email omitted); Sethu Vijayakumar sethu.vijayakumar@(email omitted); School of Informatics…
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Approximate nearest neighbor regression in very high dimensions, Nearest Neighbor Methods in Learning and Vision
- …5 Approximate Nearest Neighbor Regression in Very High Dimensions 5.1 Introduction Sethu…
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Fast and Efficient Incremental Learning for High-dimensional Movement Systems
- …. Fast and Efficient Incremental Learning for High-dimensional Movement Systems Sethu Vijayakumar…
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Real Time Learning in Humanoids: A Challenge for Scalability of Online Algorithms
- …. While recent research in neural networks and statistical learning has focused mostly on learning from finite data sets without stringent constraints on computational efficiency, there is an increasing number of learning problems that require real-time performance from an essentially infinite str…
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LWPR: A Scalable Method for Incremental Online Learning in High Dimensions
- …LWPR: A Scalable Method for Incremental Online Learning in High Dimensions Sethu Vijayakumar sethu.vijayakumar…
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