most citedTropical linear regression and mean payoff games: or, how to measure the distance to equilibria

1 citations · 1 across the 1 of their papers we have counts for

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2 papers

math.CO2021★ 1 cited

Tropical linear regression and mean payoff games: or, how to measure the distance to equilibria

Marianne Akian, Stéphane Gaubert, Yang Qi +1

We study a tropical linear regression problem consisting in finding the best approximation of a set of points by a tropical hyperplane. We establish a strong duality theorem, showi…

cs.LG2019

Best k-layer neural network approximations

Lek-Heng Lim, Mateusz Michalek, Yang Qi

We show that the empirical risk minimization (ERM) problem for neural networks has no solution in general. Given a training set with correspondin…