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20102026
most citedDecision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities

118 citations

Showing 2018Show all

7 papers · 1 filter

cs.CV2018

Deep Photovoltaic Nowcasting

Jinsong Zhang, Rodrigo Verschae, Shohei Nobuhara +1

Predicting the short-term power output of a photovoltaic panel is an important task for the efficient management of smart grids. Short-term forecasting at the minute scale, also kn…

math.DS2018

Optimal lower bounds for multiple recurrence

Sebastián Donoso, Anh N. Le, Joel Moreira +1

Let be an ergodic measure preserving system, and . We study the largeness of sets of the form \begin{equation*} \begin{split} S = \l…

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…

cond-mat.stat-mech2018★ 9 cited

Hyperuniform states generated by a critical friction field

Gustavo Castillo, Nicolas Mujica, Nestor Sepulveda +3

Hyperuniform states are an efficient way to fill up space for disordered systems. In these states the particle distribution is disordered at the short scale but becomes increasingl…

math.OC2018★ 3 cited

Characterizations of the subdifferential of convex integral functions under qualification conditions

Rafael Correa, Abderrahim Hantoute, Pedro Pérez-Aros

This work provides formulae for the -subdifferential of integral functions in the framework of complete -finite measure spaces and locally convex spaces. In this work we pres…

math.AP2018★ 12 cited

Weak and strong connectivity regimes for a general time elapsed neuron network model

Stéphane Mischler, Cristobal Quiñinao, Qilong Weng

For large fully connected neuron networks, we study the dynamics of homogenous assemblies of interacting neurons described by time elapsed models. Under general assumptions on the…