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cs.LG2023
Bayes Complexity of Learners vs Overfitting
Grzegorz Głuch, Rudiger Urbanke
We introduce a new notion of complexity of functions and we show that it has the following properties: (i) it governs a PAC Bayes-like generalization bound, (ii) for neural network…
quant-ph2023
Nonlocality under Computational Assumptions
Khashayar Barooti, Alexandru Gheorghiu, Grzegorz Głuch +1
Nonlocality and its connections to entanglement are fundamental features of quantum mechanics that have found numerous applications in quantum information science. A set of correla…