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cs.LG2022
Generalization Bounds for Deep Transfer Learning Using Majority Predictor Accuracy
Cuong N. Nguyen, Lam Si Tung Ho, Vu Dinh +2
We analyze new generalization bounds for deep learning models trained by transfer learning from a source to a target task. Our bounds utilize a quantity called the majority predict…
q-bio.PE2022
When can we reconstruct the ancestral state? Beyond Brownian motion
Nhat L. Vu, Thanh P. Nguyen, Binh T. Nguyen +2
Reconstructing the ancestral state of a group of species helps answer many important questions in evolutionary biology. Therefore, it is crucial to understand when we can estimate…