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Leslie Valiant

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Educability (Virtual Talk)Understanding Higher-Level Intelligence from AI, Psychology, and Neuroscience Perspectives2024-06-24
Proposes "educability" as a concrete, computational capability composed of three parts: learning from examples (standard PAC-style generalization with error…
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Presentation of EvolvabilityComputational Theories of Evolution2014-03-17
Defines genomes as computable functions and fitness as an empirical performance against an ideal function under an unknown distribution, then shows evolution…
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What Should a Computational Theory of Cortex Explain?Symposium on Visions of the Theory of Computing 20132013-05-29
Argues a concrete cortical model with three resource parameters (n, d, K) and local neuron programs, formalizes operations: hierarchical memorization…
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