18 citations · 45 across the 11 of their papers we have counts for
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cs.LG2018★ 11 cited
Principled Deep Neural Network Training through Linear Programming
Daniel Bienstock, Gonzalo Muñoz, Sebastian Pokutta
Deep learning has received much attention lately due to the impressive empirical performance achieved by training algorithms. Consequently, a need for a better theoretical understa…
cs.DM2018★ 1 cited
New Limits of Treewidth-based tractability in Optimization
Yuri Faenza, Gonzalo Muñoz, Sebastian Pokutta
Sparse structures are frequently sought when pursuing tractability in optimization problems. They are exploited from both theoretical and computational perspectives to handle compl…