フォロー
Hugo Cui
Hugo Cui
PhD student, EPFL
確認したメール アドレス: epfl.ch
タイトル
引用先
引用先
Capturing the learning curves of generic features maps for realistic data sets with a teacher-student model
B Loureiro, C Gerbelot, H Cui, S Goldt, F Krzakala, M Mézard, ...
202021
Generalization error rates in kernel regression: The crossover from the noiseless to noisy regime
H Cui, B Loureiro, F Krzakala, L Zdeborová
Advances in Neural Information Processing Systems 34, 10131-10143, 2021
112021
Learning curves of generic features maps for realistic datasets with a teacher-student model
B Loureiro, C Gerbelot, H Cui, S Goldt, F Krzakala, M Mezard, ...
Advances in Neural Information Processing Systems 34, 18137-18151, 2021
102021
Large deviations for the perceptron model and consequences for active learning
H Cui, L Saglietti, L Zdeborová
Mathematical and Scientific Machine Learning, 390-430, 2020
32020
Error Rates for Kernel Classification under Source and Capacity Conditions
H Cui, B Loureiro, F Krzakala, L Zdeborová
arXiv preprint arXiv:2201.12655, 2022
12022
Large deviations in the perceptron model and consequences for active learning
H Cui, L Saglietti, L Zdeborovà
Machine Learning: Science and Technology 2 (4), 045001, 2021
12021
Large deviations of semisupervised learning in the stochastic block model
H Cui, L Saglietti, L Zdeborová
Physical Review E 105 (3), 034108, 2022
2022
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