HyperSketch : Language for Implementing Generic Neuro-Symbolic Program Synthesizers

Recent developments in neuro-symbolic learning, including program synthesis and deep learning have surprised in the rate of growth of scale, scope, and variety of models used and problems solved. However, existing frameworks are usually specialized for one style of model learning / synthesis and whe...

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Bibliographic Details
Main Author: Serafimov, Kliment
Other Authors: Solar-Lezama, Armando
Format: Thesis
Published: Massachusetts Institute of Technology 2023
Online Access:https://hdl.handle.net/1721.1/147436