348 citations · 732 across the 19 of their papers we have counts for
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math.OC2023★ 1 cited
Solving Recurrent MIPs with Semi-supervised Graph Neural Networks
Konstantinos Benidis, Ugo Rosolia, Syama Rangapuram +2
We propose an ML-based model that automates and expedites the solution of MIPs by predicting the values of variables. Our approach is motivated by the observation that many problem…
math.OC2016
Asymptotically optimal pilot allocation over Markovian fading channels
Maialen Larranaga, Mohamad Assaad, Apostolos Destounis +1
We investigate a pilot allocation problem in wireless networks over Markovian fading channels. In wireless systems, the Channel State Information (CSI) is collected at the Base Sta…