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Generalisation through negation and predicate invention
Published 2024“…We implement our idea in NOPI, which can learn normal logic programs with predicate invention, including Datalog programs with stratified negation. …”
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Datalog Relaunched: Simulation Unification and Value Invention
Published 2011“…For reasoning on the Web, Datalog is lacking data extraction and value invention. This article proposes to overcome these limitations with \"simulation uni cation\" and RDFLog\". …”
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Learning higher-order logic programs through abstraction and invention
Published 2016“…Inventions involve the construction of definitions for the predicate variables used in the Abstractions. …”
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To boldly go where invention isn't secure: applying Security Entrepreneurship to secure systems design
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Learning logic programs through divide, constrain, and conquer
Published 2022“…Our anytime approach can learn optimal, recursive, and large programs and supports predicate invention. Our experiments on three domains (classification, inductive general game playing, and program synthesis) show that our approach can increase predictive accuracies and reduce learning times.…”
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Learning logic programs by combining programs
Published 2023“…Our approach can learn optimal and recursive programs and perform predicate invention. Our experiments on multiple domains, including game playing and program synthesis, show that our approach can drastically outperform existing approaches in terms of predictive accuracies and learning times, sometimes reducing learning times from over an hour to a few seconds.…”
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Knowledge refactoring for inductive program synthesis
Published 2021“…A key feature of Knorf is that, rather than simply removing knowledge, it also introduces new knowledge through predicate invention. We evaluate our approach on two domains: building Lego structures and real-world string transformations. …”
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Temporal datalog with existential quantification
Published 2023“…To address this issue we introduce uniform semantics which, on the one hand, is well-suited for modelling temporal knowledge as it prevents from unintended value invention and, on the other hand, provides decidability of reasoning; in particular, it becomes 2-ExpSpace-complete for weakly-acyclic programs but remains undecidable for guarded programs. …”
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Learning efficient logical robot strategies involving composable objects
Published 2015“…The approach considered is an extension of Meta-Interpretive Learning (MIL), a recently developed paradigm in ILP which supports predicate invention and the learning of recursive logic programs. …”
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Innovation: A selection from the Bodleian’s Special Collections for the Vice Chancellor's Circle
Published 2023“…Inventiveness in the sciences and humanities as shown in manuscripts, rare books, and archives in the Bodleian's Special Collections.…”
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Typed meta-interpretive learning of logic programs
Published 2019“…Both systems support polymorphic types and can infer the types of invented predicates. Our experimental results show that types can substantially reduce learning times.…”
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A sampled texture prior for image super-resolution
Published 2004“…Super-resolution aims to produce a high-resolution image from a set of one or more low-resolution images by recovering or inventing plausible high-frequency image content. Typical approaches try to reconstruct a high-resolution image using the sub-pixel displacements of several lowresolution images, usually regularized by a generic smoothness prior over the high-resolution image space. …”
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Arena: A general evaluation platform and building toolkit for multi-agent intelligence
Published 2020“…Therefore, we provide a building toolkit for researchers to easily invent and build novel multi-agent problems from the provided game set based on a GUI-configurable social tree and five basic multi-agent reward schemes. …”
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Disegno a stampa, disegno a mano and the development of the independent landscape drawing in Renaissance Venice
Published 2018“…In this context the art of Giulio Campagnola and his adoptive son Domenico will be examined more closely. Inventiveness was prized in disegni, whether disegni a mano or disegni in stampa, together with the particular skills involved in realizing new concepts with the inked line, especially by hand.…”
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Vote me up if you like my ideas! Experiences of learning in a MOOC
Published 2014“…The higher education system is creaking under the strain of additional scrutiny from government, funders, parents and students, yet is struggling to re-invent itself to reduce costs whilst improving quality and increasing flexibility for learners. …”
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The enterprising and tenacious Guy Miège: four dictionaries from 1677 to 1688
Published 2010“…Guy Miège, an inspired and inventive humanist who, from 1668, taught languages in London, is among the first non-Britishers to venture into dictionary-making in England. …”
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