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@article{DBLP:journals/ftml/Alquier24, author = {Pierre Alquier}, title = {User-friendly Introduction to PAC-Bayes Bounds}, journal = {Found. Trends Mach. Learn.}, volume = {17}, number = {2}, pages = {174--303}, year = {2024}, url = {https://doi.org/10.1561/2200000100}, doi = {10.1561/2200000100}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ftml/Alquier24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ftml/DongKMG24, author = {Xuanyi Dong and David Jacob Kedziora and Katarzyna Musial and Bogdan Gabrys}, title = {Automated Deep Learning: Neural Architecture Search Is Not the End}, journal = {Found. Trends Mach. Learn.}, volume = {17}, number = {5}, pages = {767--920}, year = {2024}, url = {https://doi.org/10.1561/2200000119}, doi = {10.1561/2200000119}, timestamp = {Fri, 08 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ftml/DongKMG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ftml/KedzioraMG24, author = {David Jacob Kedziora and Katarzyna Musial and Bogdan Gabrys}, title = {AutonoML: Towards an Integrated Framework for Autonomous Machine Learning}, journal = {Found. Trends Mach. Learn.}, volume = {17}, number = {4}, pages = {590--766}, year = {2024}, url = {https://doi.org/10.1561/2200000093}, doi = {10.1561/2200000093}, timestamp = {Fri, 08 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ftml/KedzioraMG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ftml/MontanariS24, author = {Andrea Montanari and Subhabrata Sen}, title = {A Friendly Tutorial on Mean-Field Spin Glass Techniques for Non-Physicists}, journal = {Found. Trends Mach. Learn.}, volume = {17}, number = {1}, pages = {1--173}, year = {2024}, url = {https://doi.org/10.1561/2200000105}, doi = {10.1561/2200000105}, timestamp = {Fri, 09 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ftml/MontanariS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ftml/PleckoB24, author = {Drago Plecko and Elias Bareinboim}, title = {Causal Fairness Analysis: {A} Causal Toolkit for Fair Machine Learning}, journal = {Found. Trends Mach. Learn.}, volume = {17}, number = {3}, pages = {304--589}, year = {2024}, url = {https://doi.org/10.1561/2200000106}, doi = {10.1561/2200000106}, timestamp = {Fri, 09 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ftml/PleckoB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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