113 citations · 146 across the 7 of their papers we have counts for
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cs.FL2020
Representing Unordered Data Using Complex-Weighted Multiset Automata
Justin DeBenedetto, David Chiang
Unordered, variable-sized inputs arise in many settings across multiple fields. The ability for set- and multiset-oriented neural networks to handle this type of input has been the…
cs.FL2018
Algorithms and Training for Weighted Multiset Automata and Regular Expressions
Justin DeBenedetto, David Chiang
Multiset automata are a class of automata for which the symbols can be read in any order and obtain the same result. We investigate weighted multiset automata and show how to const…