Wang, Xu; Al-Bashabsheh, Ali; Zhao, Chao; Chan, Chung Smoothed noise contrastive mutual information neural estimation. (English) Zbl 1525.94025 J. Franklin Inst. 360, No. 16, 12415-12435 (2023). MSC: 94A15 PDFBibTeX XMLCite \textit{X. Wang} et al., J. Franklin Inst. 360, No. 16, 12415--12435 (2023; Zbl 1525.94025) Full Text: DOI
Vera, Matias; Rey Vega, Leonardo; Piantanida, Pablo The role of mutual information in variational classifiers. (English) Zbl 1518.68325 Mach. Learn. 112, No. 9, 3105-3150 (2023). MSC: 68T05 62B10 62H30 94A17 PDFBibTeX XMLCite \textit{M. Vera} et al., Mach. Learn. 112, No. 9, 3105--3150 (2023; Zbl 1518.68325) Full Text: DOI arXiv
Şimşekli, Umut; Sener, Ozan; Deligiannidis, George; Erdogdu, Murat A. Hausdorff dimension, heavy tails, and generalization in neural networks. (English) Zbl 07451724 J. Stat. Mech. Theory Exp. 2021, No. 12, Article ID 124014, 35 p. (2021). MSC: 82-XX PDFBibTeX XMLCite \textit{U. Şimşekli} et al., J. Stat. Mech. Theory Exp. 2021, No. 12, Article ID 124014, 35 p. (2021; Zbl 07451724) Full Text: DOI arXiv
Bhandari, Jalaj; Russo, Daniel; Singal, Raghav A finite time analysis of temporal difference learning with linear function approximation. (English) Zbl 1472.90150 Oper. Res. 69, No. 3, 950-973 (2021). MSC: 90C40 PDFBibTeX XMLCite \textit{J. Bhandari} et al., Oper. Res. 69, No. 3, 950--973 (2021; Zbl 1472.90150) Full Text: DOI arXiv
Osband, Ian; van Roy, Benjamin; Russo, Daniel J.; Wen, Zheng Deep exploration via randomized value functions. (English) Zbl 1434.68515 J. Mach. Learn. Res. 20, Paper No. 124, 62 p. (2019). MSC: 68T07 62F15 62L10 90C40 PDFBibTeX XMLCite \textit{I. Osband} et al., J. Mach. Learn. Res. 20, Paper No. 124, 62 p. (2019; Zbl 1434.68515) Full Text: arXiv Link