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 6 of 6 for “"constraint learning"”.
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Data-driven healthcare via constraint learning and analytics
… paradigm of decision-making in medicine. Machine learning allows us to glean large-scale insights directly from data, systematizing the heuristic risk assessment process that physicians use on a local scale. Optimization similarly adds rigor to decision-making, providing a quantitative framework …
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Analytic bias in coocurrence restrictions
The representation, content and learning of phonotactic constraints has spurred a lot of recent research phonology. This work concerns the constraints involved in the representation of place-based coocurrence restrictions. A single OCP-[PLACE] constraint is argued to compete in in constraint …
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Active Keyframe Learning (AKL): Learning Interaction and Constraint Keyframes from a Single Demonstration of a Task
… In this thesis, we present Active Keyframe Learning (AKL) for learning the task specification as an ordered sequence of keyframes to capture the physical interactions and geometric constraints from a single demonstration of a task given by a nonexpert. We learn the least restrictive task …
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Training Safety Control Filters Using High-dimensional and Un-labeled Data
… research has proposed data-driven approaches for learning CBFs in the form of neural networks. Two main challenges face such approaches: (1) labeling states as unsafe or safe ones requires the knowledge of the states in the backward reachable set of the failure set--the true dynamics-dependent …
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Investigating the Mechanisms Behind Phonotactic Learning From Recent Production Experience
… can implicitly learn artificial phonotactics constraints from experience producing syllables that contain those constraints, and that this learning is reflected in their speech errors. However, second-order constraints in which the placement of a consonant depends on another characteristic of …
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MATHEMATICAL PROGRAMMING METHODS FOR PARTIALLY UNDEFINED OPTIMIZATION MODELS
Questa tesi propone nuovi metodi per formulare e risolvere modelli di programmazione matematica parzialmente indefiniti. Mediante l'utilizzo di metodi di programmazione matematica e solutori per modelli di programmazione lineare e quadratica, puntiamo ad automatizzare il processo di generare …