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Zenna Tavares

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titleconferencedate
Combining Functional and Automata Synthesis to Discover Causal Reactive ProgramsPOPL 20232023-01-15
Algorithm converts sequences of video frames plus actions into Autumn programs by iterating functional synthesis (fit per-object update functions from an…
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Blueprints for a Universal Reasoning MachineStrange Loop 20222022-09-22
Proposes a working blueprint for a proximate “universal reasoning machine” that composes probabilistic inference, program synthesis and causal counterfactuals…
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Running Programs In Reverse for Deeper A.I.Strange Loop 20172017-09-28
Claims a compiler, ReverseFlow, that uses parametric inversion plus deep learning to turn a program (e.g., a TensorFlow graph or renderer) into an inverse…
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Probabilistic Programs Which Make (Common) SenseStrange Loop 20152015-09-24
Claims that Sigma lets programs be written as functional probabilistic models that run forward (render a 3D scene) and in reverse (infer the most probable 3D…
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