Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 8 of 8 for “"Sequential Prediction"”.
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Meta-learning and Enforcing Useful Conservation Laws in Sequential Prediction Problems
… Useful biases often exploit symmetries in the prediction problem, such as convolutional neural networks relying on translation equivariance. Automatically discovering such useful symmetries is a promising path to greatly improving the performance of ML systems, but it still remains a challenge. …
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Sequential prediction and decision making, joint community detection and phase synchronization, and acceleration methods for convex optimization
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2024-09-16 without embargo terms
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Sequential prediction and decision making, joint community detection and phase synchronization, and acceleration methods for convex optimization
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2024-09-16 without embargo terms
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Towards structured representation of academic search results
… hierarchical relations. In the second step we sequentially build a summary of the topic graph that represents the search results in the most informative way. We rely on sequential prediction to automatically learn to build informative summaries from examples. The summarized topic maps share the …
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Consistency and Uniform Bounds for Heteroscedastic Simulation Metamodeling and Their Applications
… metamodeling techniques, particularly from the sequential prediction perspective, are lacking. Second, sequential heteroscedastic metamodel-based level-set estimation (LSE) methods are scarce. Third, the increasingly high computational cost required by heteroscedastic Gaussian process-based LSE …
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The construction and evaluation of statistical models of melodic structure in music perception and composition
… to empirical evaluation in the context of sequential prediction of pitch structure in unseen melodies. This investigation results in a collection of modelling strategies which together yield significant performance improvements over existing methods. In the second stage, these statistical …
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Novel Machine Learning Models Based Uncertainty Estimation and Sequential Predictions for Blockchain Networks
… estimates besides the machine learning model’s predictions. Consequently, a novel uncertainty estimation method is proposed that reveals an effective per- formance in comparison to existing methods. In this context, uncertainty estimation reflects the model’s uncertain predictions about a given …
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JPEG2000-based scalable interactive video (JSIV)
… as well as temporal and spatial accessibility; prediction and conditional replenishment of precincts to exploit inter-frame redundancy; and loosely-coupled server and client policies. The concept of loosely-coupled client and server policies is central to JSIV. With these policies, the server …