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REPORTS > AUTHORS > SUSANNA F. DE REZENDE:
All reports by Author Susanna F. de Rezende:

TR26-128 | 22nd July 2026
Bruno Pasqualotto Cavalar, Susanna F. de Rezende, Matthew Gray, Rahul Santhanam

ETH-Hardness of Learning Monotone Circuits and Approximating Their Size

We show the following hardness results for monotone learning and approximation of monotone circuit size:

1. Under the Randomised Exponential-Time Hypothesis (rETH), it requires time $n^{\Omega(\log n)}$ to PAC-learn monotone formulas with $n$ input bits and size $s(n) = n$ by monotone circuits of size $n^{(\log n)^{1-\epsilon}}$, for every $\epsilon ... more >>>




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