Search dblp for Publications

export results for "toc:db/journals/ftml/ftml17.bht:"

 download as .bib file

@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}
}
a service of  Schloss Dagstuhl - Leibniz Center for Informatics

manage site settings

To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.