Generative Adversarial Symmetry Discovery
Jianke Yang, Robin Walters, et al.
ICML 2023
Consider an arithmetic expression of lengthninvolving only the operations {+,×} and non-negative constants. We prove lower bounds on the depth of any binary computation tree over the same sets of operations and constants that computes such an expression. We exhibit a family of arithmetic expressions that requires computation trees of depth at least 1.5log2n-O(1), thus proving a conjecture of S. R. Kosaraju (1986,in"Proc. of the 18th ACM Symp. on Theory Computing," pp. 231-239). In contrast, Kosaraju showed how to compute such expressions with computation trees of depth 2log2n+O(1). © 1999 Academic Press.
Jianke Yang, Robin Walters, et al.
ICML 2023
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Quantum Machine Intelligence
Moses Charikar, Joseph Seffi Naor, et al.
IEEE/ACM Transactions on Networking
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IEEE Transactions on Pattern Analysis and Machine Intelligence