5 citations · 31 across the 19 of their papers we have counts for
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cs.AI2020★ 5 cited
Learning Implicitly with Noisy Data in Linear Arithmetic
Alexander P. Rader, Ionela G. Mocanu, Vaishak Belle +1
Robust learning in expressive languages with real-world data continues to be a challenging task. Numerous conventional methods appeal to heuristics without any assurances of robust…
cs.LG2020★ 1 cited
List Learning with Attribute Noise
Mahdi Cheraghchi, Elena Grigorescu, Brendan Juba +2
We introduce and study the model of list learning with attribute noise. Learning with attribute noise was introduced by Shackelford and Volper (COLT 1988) as a variant of PAC learn…