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On the Power of Differentiable Learning versus PAC and SQ Learning
9 August 2021
Emmanuel Abbe
Pritish Kamath
Eran Malach
Colin Sandon
Nathan Srebro
MLT
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Papers citing
"On the Power of Differentiable Learning versus PAC and SQ Learning"
2 / 2 papers shown
Title
Hidden Progress in Deep Learning: SGD Learns Parities Near the Computational Limit
Boaz Barak
Benjamin L. Edelman
Surbhi Goel
Sham Kakade
Eran Malach
Cyril Zhang
25
122
0
18 Jul 2022
An initial alignment between neural network and target is needed for gradient descent to learn
Emmanuel Abbe
Elisabetta Cornacchia
Jan Hązła
Christopher Marquis
9
16
0
25 Feb 2022
1