Browsing Open Access Repositories by Subject "Optimization"
Now showing items 1-3 of 3
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Deep Learning without Poor Local Minima
(2016-05-23)In this paper, we prove a conjecture published in 1989 and also partially address an open problem announced at the Conference on Learning Theory (COLT) 2015. For an expected loss function of a deep nonlinear neural network, ...
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Generalized Conflict Learning For Hybrid Discrete Linear Optimization
(2005-05-20)Conflict-directed search algorithms have formed the core of practical, model-based reasoning systems for the last three decades. In many of these applications there is a series of discrete constraint optimization problems ...
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Optimal Parametric Auctions
(2012-06-14)We study the problem of an auctioneer who wants to maximize her profits. In our model, there are n buyers with private valuations drawn from independent distributions F_1,...,F_n. When these distributions are known to the ...