Monotonic and non-monotonic inductive inference
From MaRDI portal
Publication:749228
DOI10.1007/BF03037092zbMath0712.68081OpenAlexW2071654679MaRDI QIDQ749228
Publication date: 1991
Published in: New Generation Computing (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/bf03037092
Learning and adaptive systems in artificial intelligence (68T05) Probability and inductive logic (03B48)
Related Items
Generalized notions of mind change complexity ⋮ On the classification of computable languages ⋮ Robust learning of automatic classes of languages ⋮ Results on memory-limited U-shaped learning ⋮ Characterization of language learning front informant under various monotonicity constraints ⋮ On the classification of recursive languages ⋮ Probabilistic language learning under monotonicity constraints ⋮ Noisy inference and oracles ⋮ Reflecting and self-confident inductive inference machines ⋮ Learning figures with the Hausdorff metric by fractals -- towards computable binary classification ⋮ Learning in Friedberg Numberings ⋮ Learning and extending sublanguages ⋮ When unlearning helps ⋮ Learning in Friedberg numberings ⋮ Monotonic and dual monotonic language learning ⋮ Language learning without overgeneralization ⋮ Case-based representation and learning of pattern languages ⋮ Probabilistic language learning under monotonicity constraints ⋮ Noisy inference and oracles ⋮ Learnability of automatic classes ⋮ Hypothesis spaces for learning ⋮ Automatic learning from positive data and negative counterexamples ⋮ Robust learning with infinite additional information ⋮ On some open problems in monotonic and conservative learning ⋮ Learners based on transducers ⋮ Aspects of complexity of probabilistic learning under monotonicity constraints ⋮ Topological separations in inductive inference ⋮ Hypothesis Spaces for Learning ⋮ On the amount of nonconstructivity in learning formal languages from text ⋮ Set-driven and rearrangement-independent learning of recursive languages ⋮ Ordinal mind change complexity of language identification ⋮ Maps of restrictions for behaviourally correct learning ⋮ Logic program synthesis from incomplete specifications ⋮ On the role of update constraints and text-types in iterative learning ⋮ Mapping monotonic restrictions in inductive inference ⋮ Normal forms for semantically witness-based learners in inductive inference
Cites Work
