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We present a self-learning approach for synthesizing programs from integer sequences.
A formal theory of inductive inference. Part I
R.J. Solomonoff · 1964
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Standard ML
Robert Harper, David MacQueen, and Robin Milner · 1986
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Modular elliptic curves and Fermat’s last theorem
Andrew Wiles · 1995
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Learning task-dependent distributed representations by backpropagation through structure
Christoph Goller and Andreas Küchler · 1996
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On the modularity of elliptic curves over Q: wild 3-adic exercises
Christophe Breuil, Brian Conrad, Fred Diamond, and Richard Taylor · 2001
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The On-Line Encyclopedia of Integer Sequences
Neil J. A. Sloane · 2007
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Efficient mini-batch training for stochastic optimization
Mu Li, Tong Zhang, Yuqiang Chen, and Alexander J. Smola · 2014
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Minh-Thang Luong, Hieu Pham, and Christopher D Manning · 2015
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Mastering the game of Go without human knowledge
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Thibault Gauthier · 2020
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DreamCoder: bootstrapping inductive program synthesis with wake-sleep library learning
Kevin Ellis, Catherine Wong, Maxwell I. Nye, Mathias Sablé-Meyer, Lucas Morales, Luke B. Hewitt, Luc Cary, Armando Solar-Lezama, and Joshua B. Tenenbaum · 2021
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Deep symbolic regression for recurrent sequences
Stéphane d’Ascoli, Pierre-Alexandre Kamienny, Guillaume Lample, and François Charton · 2022
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Software accompanying the paper "Learning program synthesis for integer sequences from scratch"
Thibault Gauthier and Josef Urban · 2022
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Web interface accompanying the paper "Learning program synthesis for integer sequences from scratch"
Thibault Gauthier and Josef Urban · 2022
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