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@article{DBLP:journals/ftml/JanzaminGKA19,
  author    = {Majid Janzamin and
               Rong Ge and
               Jean Kossaifi and
               Anima Anandkumar},
  title     = {Spectral Learning on Matrices and Tensors},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {12},
  number    = {5-6},
  pages     = {393--536},
  year      = {2019},
  url       = {https://doi.org/10.1561/2200000057},
  doi       = {10.1561/2200000057},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/JanzaminGKA19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/KingmaW19,
  author    = {Diederik P. Kingma and
               Max Welling},
  title     = {An Introduction to Variational Autoencoders},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {12},
  number    = {4},
  pages     = {307--392},
  year      = {2019},
  url       = {https://doi.org/10.1561/2200000056},
  doi       = {10.1561/2200000056},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/KingmaW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/NaessethLS19,
  author    = {Christian A. Naesseth and
               Fredrik Lindsten and
               Thomas B. Sch{\"{o}}n},
  title     = {Elements of Sequential Monte Carlo},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {12},
  number    = {3},
  pages     = {307--392},
  year      = {2019},
  url       = {https://doi.org/10.1561/2200000074},
  doi       = {10.1561/2200000074},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/NaessethLS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/PeyreC19,
  author    = {Gabriel Peyr{\'{e}} and
               Marco Cuturi},
  title     = {Computational Optimal Transport},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {11},
  number    = {5-6},
  pages     = {355--607},
  year      = {2019},
  url       = {https://doi.org/10.1561/2200000073},
  doi       = {10.1561/2200000073},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/PeyreC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/Slivkins19,
  author    = {Aleksandrs Slivkins},
  title     = {Introduction to Multi-Armed Bandits},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {12},
  number    = {1-2},
  pages     = {1--286},
  year      = {2019},
  url       = {https://doi.org/10.1561/2200000068},
  doi       = {10.1561/2200000068},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/Slivkins19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/BishopMA18,
  author    = {Adrian N. Bishop and
               Pierre Del Moral and
               Niclas Ang{\`{e}}le},
  title     = {An Introduction to Wishart Matrix Moments},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {11},
  number    = {2},
  pages     = {97--218},
  year      = {2018},
  url       = {https://doi.org/10.1561/2200000072},
  doi       = {10.1561/2200000072},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/BishopMA18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/ChenS18,
  author    = {George H. Chen and
               Devavrat Shah},
  title     = {Explaining the Success of Nearest Neighbor Methods in Prediction},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {10},
  number    = {5-6},
  pages     = {337--588},
  year      = {2018},
  url       = {https://doi.org/10.1561/2200000064},
  doi       = {10.1561/2200000064},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/ChenS18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/Francois-LavetH18,
  author    = {Vincent Fran{\c{c}}ois{-}Lavet and
               Peter Henderson and
               Riashat Islam and
               Marc G. Bellemare and
               Joelle Pineau},
  title     = {An Introduction to Deep Reinforcement Learning},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {11},
  number    = {3-4},
  pages     = {219--354},
  year      = {2018},
  url       = {https://doi.org/10.1561/2200000071},
  doi       = {10.1561/2200000071},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/Francois-LavetH18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/RussoRKOW18,
  author    = {Daniel Russo and
               Benjamin Van Roy and
               Abbas Kazerouni and
               Ian Osband and
               Zheng Wen},
  title     = {A Tutorial on Thompson Sampling},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {11},
  number    = {1},
  pages     = {1--96},
  year      = {2018},
  url       = {https://doi.org/10.1561/2200000070},
  doi       = {10.1561/2200000070},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/RussoRKOW18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/CichockiPZLOSM17,
  author    = {Andrzej Cichocki and
               Anh Huy Phan and
               Qibin Zhao and
               Namgil Lee and
               Ivan V. Oseledets and
               Masashi Sugiyama and
               Danilo P. Mandic},
  title     = {Tensor Networks for Dimensionality Reduction and Large-scale Optimization:
               Part 2 Applications and Future Perspectives},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {9},
  number    = {6},
  pages     = {431--673},
  year      = {2017},
  url       = {https://doi.org/10.1561/2200000067},
  doi       = {10.1561/2200000067},
  timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/CichockiPZLOSM17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/JainK17,
  author    = {Prateek Jain and
               Purushottam Kar},
  title     = {Non-convex Optimization for Machine Learning},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {10},
  number    = {3-4},
  pages     = {142--336},
  year      = {2017},
  url       = {https://doi.org/10.1561/2200000058},
  doi       = {10.1561/2200000058},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/JainK17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/MuandetFSS17,
  author    = {Krikamol Muandet and
               Kenji Fukumizu and
               Bharath K. Sriperumbudur and
               Bernhard Sch{\"{o}}lkopf},
  title     = {Kernel Mean Embedding of Distributions: {A} Review and Beyond},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {10},
  number    = {1-2},
  pages     = {1--141},
  year      = {2017},
  url       = {https://doi.org/10.1561/2200000060},
  doi       = {10.1561/2200000060},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/MuandetFSS17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/AngelinoJA16,
  author    = {Elaine Angelino and
               Matthew James Johnson and
               Ryan P. Adams},
  title     = {Patterns of Scalable Bayesian Inference},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {9},
  number    = {2-3},
  pages     = {119--247},
  year      = {2016},
  url       = {https://doi.org/10.1561/2200000052},
  doi       = {10.1561/2200000052},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/AngelinoJA16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/CichockiLOPZM16,
  author    = {Andrzej Cichocki and
               Namgil Lee and
               Ivan V. Oseledets and
               Anh Huy Phan and
               Qibin Zhao and
               Danilo P. Mandic},
  title     = {Tensor Networks for Dimensionality Reduction and Large-scale Optimization:
               Part 1 Low-Rank Tensor Decompositions},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {9},
  number    = {4-5},
  pages     = {249--429},
  year      = {2016},
  url       = {https://doi.org/10.1561/2200000059},
  doi       = {10.1561/2200000059},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/CichockiLOPZM16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/UdellHZB16,
  author    = {Madeleine Udell and
               Corinne Horn and
               Reza Zadeh and
               Stephen P. Boyd},
  title     = {Generalized Low Rank Models},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {9},
  number    = {1},
  pages     = {1--118},
  year      = {2016},
  url       = {https://doi.org/10.1561/2200000055},
  doi       = {10.1561/2200000055},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/UdellHZB16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/Bubeck15,
  author    = {S{\'{e}}bastien Bubeck},
  title     = {Convex Optimization: Algorithms and Complexity},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {8},
  number    = {3-4},
  pages     = {231--357},
  year      = {2015},
  url       = {https://doi.org/10.1561/2200000050},
  doi       = {10.1561/2200000050},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/Bubeck15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/GhavamzadehMPT15,
  author    = {Mohammad Ghavamzadeh and
               Shie Mannor and
               Joelle Pineau and
               Aviv Tamar},
  title     = {Bayesian Reinforcement Learning: {A} Survey},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {8},
  number    = {5-6},
  pages     = {359--483},
  year      = {2015},
  url       = {https://doi.org/10.1561/2200000049},
  doi       = {10.1561/2200000049},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/GhavamzadehMPT15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/Tropp15,
  author    = {Joel A. Tropp},
  title     = {An Introduction to Matrix Concentration Inequalities},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {8},
  number    = {1-2},
  pages     = {1--230},
  year      = {2015},
  url       = {https://doi.org/10.1561/2200000048},
  doi       = {10.1561/2200000048},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/Tropp15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/Chiappa14,
  author    = {Silvia Chiappa},
  title     = {Explicit-Duration Markov Switching Models},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {7},
  number    = {6},
  pages     = {803--886},
  year      = {2014},
  url       = {https://doi.org/10.1561/2200000054},
  doi       = {10.1561/2200000054},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/Chiappa14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/Hanneke14,
  author    = {Steve Hanneke},
  title     = {Theory of Disagreement-Based Active Learning},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {7},
  number    = {2-3},
  pages     = {131--309},
  year      = {2014},
  url       = {https://doi.org/10.1561/2200000037},
  doi       = {10.1561/2200000037},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/Hanneke14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/Munos14,
  author    = {R{\'{e}}mi Munos},
  title     = {From Bandits to Monte-Carlo Tree Search: The Optimistic Principle
               Applied to Optimization and Planning},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {7},
  number    = {1},
  pages     = {1--129},
  year      = {2014},
  url       = {https://doi.org/10.1561/2200000038},
  doi       = {10.1561/2200000038},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/Munos14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/Sayed14,
  author    = {Ali H. Sayed},
  title     = {Adaptation, Learning, and Optimization over Networks},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {7},
  number    = {4-5},
  pages     = {311--801},
  year      = {2014},
  url       = {https://doi.org/10.1561/2200000051},
  doi       = {10.1561/2200000051},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/Sayed14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/Bach13,
  author    = {Francis R. Bach},
  title     = {Learning with Submodular Functions: {A} Convex Optimization Perspective},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {6},
  number    = {2-3},
  pages     = {145--373},
  year      = {2013},
  url       = {https://doi.org/10.1561/2200000039},
  doi       = {10.1561/2200000039},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/Bach13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/GeramifardWTCRH13,
  author    = {Alborz Geramifard and
               Thomas J. Walsh and
               Stefanie Tellex and
               Girish Chowdhary and
               Nicholas Roy and
               Jonathan P. How},
  title     = {A Tutorial on Linear Function Approximators for Dynamic Programming
               and Reinforcement Learning},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {6},
  number    = {4},
  pages     = {375--451},
  year      = {2013},
  url       = {https://doi.org/10.1561/2200000042},
  doi       = {10.1561/2200000042},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/GeramifardWTCRH13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/Kulis13,
  author    = {Brian Kulis},
  title     = {Metric Learning: {A} Survey},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {5},
  number    = {4},
  pages     = {287--364},
  year      = {2013},
  url       = {https://doi.org/10.1561/2200000019},
  doi       = {10.1561/2200000019},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/Kulis13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/LindstenS13,
  author    = {Fredrik Lindsten and
               Thomas B. Sch{\"{o}}n},
  title     = {Backward Simulation Methods for Monte Carlo Statistical Inference},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {6},
  number    = {1},
  pages     = {1--143},
  year      = {2013},
  url       = {https://doi.org/10.1561/2200000045},
  doi       = {10.1561/2200000045},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/LindstenS13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/AlvarezRL12,
  author    = {Mauricio A. {\'{A}}lvarez and
               Lorenzo Rosasco and
               Neil D. Lawrence},
  title     = {Kernels for Vector-Valued Functions: {A} Review},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {4},
  number    = {3},
  pages     = {195--266},
  year      = {2012},
  url       = {https://doi.org/10.1561/2200000036},
  doi       = {10.1561/2200000036},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/AlvarezRL12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/BachJMO12,
  author    = {Francis R. Bach and
               Rodolphe Jenatton and
               Julien Mairal and
               Guillaume Obozinski},
  title     = {Optimization with Sparsity-Inducing Penalties},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {4},
  number    = {1},
  pages     = {1--106},
  year      = {2012},
  url       = {https://doi.org/10.1561/2200000015},
  doi       = {10.1561/2200000015},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/BachJMO12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/BubeckC12,
  author    = {S{\'{e}}bastien Bubeck and
               Nicol{\`{o}} Cesa{-}Bianchi},
  title     = {Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit
               Problems},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {5},
  number    = {1},
  pages     = {1--122},
  year      = {2012},
  url       = {https://doi.org/10.1561/2200000024},
  doi       = {10.1561/2200000024},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/BubeckC12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/KuleszaT12,
  author    = {Alex Kulesza and
               Ben Taskar},
  title     = {Determinantal Point Processes for Machine Learning},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {5},
  number    = {2-3},
  pages     = {123--286},
  year      = {2012},
  url       = {https://doi.org/10.1561/2200000044},
  doi       = {10.1561/2200000044},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/KuleszaT12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/MoralHW12,
  author    = {Pierre Del Moral and
               Peng Hu and
               Liming Wu},
  title     = {On the Concentration Properties of Interacting Particle Processes},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {3},
  number    = {3-4},
  pages     = {225--389},
  year      = {2012},
  url       = {https://doi.org/10.1561/2200000026},
  doi       = {10.1561/2200000026},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/MoralHW12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/Shalev-Shwartz12,
  author    = {Shai Shalev{-}Shwartz},
  title     = {Online Learning and Online Convex Optimization},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {4},
  number    = {2},
  pages     = {107--194},
  year      = {2012},
  url       = {https://doi.org/10.1561/2200000018},
  doi       = {10.1561/2200000018},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/Shalev-Shwartz12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/SuttonM12,
  author    = {Charles A. Sutton and
               Andrew McCallum},
  title     = {An Introduction to Conditional Random Fields},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {4},
  number    = {4},
  pages     = {267--373},
  year      = {2012},
  url       = {https://doi.org/10.1561/2200000013},
  doi       = {10.1561/2200000013},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/SuttonM12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/BoydPCPE11,
  author    = {Stephen P. Boyd and
               Neal Parikh and
               Eric Chu and
               Borja Peleato and
               Jonathan Eckstein},
  title     = {Distributed Optimization and Statistical Learning via the Alternating
               Direction Method of Multipliers},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {3},
  number    = {1},
  pages     = {1--122},
  year      = {2011},
  url       = {https://doi.org/10.1561/2200000016},
  doi       = {10.1561/2200000016},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/BoydPCPE11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/Mahoney11,
  author    = {Michael W. Mahoney},
  title     = {Randomized Algorithms for Matrices and Data},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {3},
  number    = {2},
  pages     = {123--224},
  year      = {2011},
  url       = {https://doi.org/10.1561/2200000035},
  doi       = {10.1561/2200000035},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/Mahoney11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/Burges10,
  author    = {Christopher J. C. Burges},
  title     = {Dimension Reduction: {A} Guided Tour},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {2},
  number    = {4},
  year      = {2010},
  url       = {https://doi.org/10.1561/2200000002},
  doi       = {10.1561/2200000002},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/Burges10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/Bengio09,
  author    = {Yoshua Bengio},
  title     = {Learning Deep Architectures for {AI}},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {2},
  number    = {1},
  pages     = {1--127},
  year      = {2009},
  url       = {https://doi.org/10.1561/2200000006},
  doi       = {10.1561/2200000006},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/Bengio09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/GoldenbergZFA09,
  author    = {Anna Goldenberg and
               Alice X. Zheng and
               Stephen E. Fienberg and
               Edoardo M. Airoldi},
  title     = {A Survey of Statistical Network Models},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {2},
  number    = {2},
  pages     = {129--233},
  year      = {2009},
  url       = {https://doi.org/10.1561/2200000005},
  doi       = {10.1561/2200000005},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/GoldenbergZFA09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/Luxburg09,
  author    = {Ulrike von Luxburg},
  title     = {Clustering Stability: An Overview},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {2},
  number    = {3},
  pages     = {235--274},
  year      = {2009},
  url       = {https://doi.org/10.1561/2200000008},
  doi       = {10.1561/2200000008},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/Luxburg09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/Mahadevan09,
  author    = {Sridhar Mahadevan},
  title     = {Learning Representation and Control in Markov Decision Processes:
               New Frontiers},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {1},
  number    = {4},
  pages     = {403--565},
  year      = {2009},
  url       = {https://doi.org/10.1561/2200000003},
  doi       = {10.1561/2200000003},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/Mahadevan09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/Ron08,
  author    = {Dana Ron},
  title     = {Property Testing: {A} Learning Theory Perspective},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {1},
  number    = {3},
  pages     = {307--402},
  year      = {2008},
  url       = {https://doi.org/10.1561/2200000004},
  doi       = {10.1561/2200000004},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/Ron08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/WainwrightJ08,
  author    = {Martin J. Wainwright and
               Michael I. Jordan},
  title     = {Graphical Models, Exponential Families, and Variational Inference},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {1},
  number    = {1-2},
  pages     = {1--305},
  year      = {2008},
  url       = {https://doi.org/10.1561/2200000001},
  doi       = {10.1561/2200000001},
  timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/WainwrightJ08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
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