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cs.LG2022
Why Neural Networks Work
Sayandev Mukherjee, Bernardo A. Huberman
We argue that many properties of fully-connected feedforward neural networks (FCNNs), also called multi-layer perceptrons (MLPs), are explainable from the analysis of a single pair…
cs.NI2022
Auction-based Operation in LEO Satellite Systems for High-Efficiency Communications
Lin Cheng, Bernardo A. Huberman
We propose an auction-based mechanism to improve the efficiency of low earth orbit satellite communication systems. The mechanism allows the ground stations to bid for downlink res…