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@inbook{Recski2011,
author = "Recski, Andr{\'A}s",
editor = "Barlotti, A.",
title = "Engineering Applications of Matroids - A Survey ",
bookTitle = "Matroid Theory and its Applications",
year = 2011,
publisher = "Springer Berlin Heidelberg",
address = "Berlin, Heidelberg",
pages = "300--321",
isbn = "978-3-642-11110-5",
doi = "10.1007/978-3-642-11110-5_6",
url = "https://doi.org/10.1007/978-3-642-11110-5_6"
}
@book{ams1996matroid,
title = {Matroid Theory: AMS-IMS-SIAM Joint Summer Research
Conference on Matroid Theory, July 2-6, 1995,
University of Washington, Seattle},
author = {AMS-IMS-SIAM Joint Summer Research Conference on
Matroid, Theory and Bonin, J.E. and Oxley, J.G. and
Servatius, B. and AMS-IMS-SIAM Joint Summer Research
Conference on Matroid Theory and Oxley,
P.M.M.D.J.G. and American Mathematical Society},
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year = 1996,
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title = {An Improved Branch \& Bound Method for the
Uncapacitated Competitive Location Problem},
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doi = {10.1023/a:1026182020346},
number = {1/4},
journal = {Annals of Operations Research},
author = {Benati, Stefano},
year = 2003,
pages = {43-58}
}
@inproceedings{combinatorialauctions2006,
author = {Dobzinski, Shahar and Schapira, Michael},
title = {An Improved Approximation Algorithm for
Combinatorial Auctions with Submodular Bidders},
year = 2006,
isbn = 0898716055,
publisher = {Society for Industrial and Applied Mathematics},
address = {USA},
booktitle = {Proceedings of the Seventeenth Annual ACM-SIAM
Symposium on Discrete Algorithm},
pages = {1064-1073},
numpages = 10,
location = {Miami, Florida},
series = {SODA '06}
}
@article{datastructuresandalg2012,
doi = {10.48550/ARXIV.1207.0560},
url = {https://arxiv.org/abs/1207.0560},
author = {Iyer, Rishabh and Bilmes, Jeff},
keywords = {Data Structures and Algorithms (cs.DS), Machine
Learning (cs.LG), FOS: Computer and information
sciences, FOS: Computer and information sciences},
title = {Algorithms for Approximate Minimization of the
Difference Between Submodular Functions, with
Applications},
publisher = {arXiv},
year = 2012,
copyright = {Creative Commons Public Domain Dedication and
Certification}
}
@inproceedings{edmonds2001,
title = {Submodular Functions, Matroids, and Certain
Polyhedra},
author = {Jack Edmonds},
booktitle = {Combinatorial Optimization},
year = 2001
}
@InProceedings{entropictracelogdet2017,
author = "Fitzsimons, Jack and Granziol, Diego and Cutajar,
Kurt and Osborne, Michael and Filippone, Maurizio
and Roberts, Stephen",
editor = "Ceci, Michelangelo and Hollm{\'e}n, Jaakko and
Todorovski, Ljup{\v{c}}o and Vens, Celine and
D{\v{z}}eroski, Sa{\v{s}}o",
title = "Entropic Trace Estimates for Log Determinants",
booktitle = "Machine Learning and Knowledge Discovery in
Databases",
year = 2017,
publisher = "Springer International Publishing",
address = "Cham",
pages = "323-338",
isbn = "978-3-319-71249-9"
}
@article{feigemirroknivondrak2011,
title = {Maximizing Non-monotone submodular functions},
volume = 40,
doi = {10.1137/090779346},
number = 4,
journal = {SIAM Journal on Computing},
author = {Feige, Uriel and Mirrokni, Vahab S. and Vondr\'ak,
Jan},
year = 2011,
pages = {1133-1153}
}
@book{fujishige2005,
title = {Submodular functions and optimization},
publisher = {Elsevier},
author = {Fujishige, Satoru},
year = 2005
}
@inbook{gareyjohnson2003,
place = {New York},
title = {Appendix: A List of NP-Complete Problems},
booktitle = {Computers and intractability: A guide to the theory
of NP - completeness},
publisher = {W.H. Freeman and Co.},
author = {Garey, Michael R. and Johnson, David S.},
year = 2003,
pages = {187-288}
}
@article{generalizedsubmodular2022,
title = {Generalized submodular information measures:
Theoretical properties, examples, optimization
algorithms, and applications},
volume = 68,
doi = {10.1109/tit.2021.3123944},
number = 2,
journal = {IEEE Transactions on Information Theory},
author = {Iyer, Rishabh and Khargonkar, Ninad and Bilmes, Jeff
and Asnani, Himanshu},
year = 2022,
pages = {752-781}
}
@article{goldengoringhosh2005,
title = {A multilevel search algorithm for the maximization
of submodular functions applied to the quadratic
cost partition problem},
volume = 32,
DOI = {10.1007/s10898-004-5909-z},
number = 1,
journal = {Journal of Global Optimization},
author = {Goldengorin, Boris and Ghosh, Diptesh},
year = 2005,
pages = {65-82}
}
@article{iri1979,
title = {A review of recent work in Japan on principal
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}
@book{lawler2004,
place = {Mineola, NY},
title = {Combinatorial Optimization: Networks and matroids},
publisher = {Dover Publications},
author = {Lawler, Eugene},
year = 2004
}
@misc{logdeterminant2017,
doi = {10.48550/ARXIV.1704.01445},
url = {https://arxiv.org/abs/1704.01445},
author = {Fitzsimons, Jack and Cutajar, Kurt and Osborne,
Michael and Roberts, Stephen and Filippone,
Maurizio},
keywords = {Machine Learning (stat.ML), Numerical Analysis
(math.NA), Computation (stat.CO), FOS: Computer and
information sciences, FOS: Computer and information
sciences, FOS: Mathematics, FOS: Mathematics},
title = {Bayesian Inference of Log Determinants},
publisher = {arXiv},
year = 2017,
copyright = {arXiv.org perpetual, non-exclusive license}
}
@incollection{maximizingsubmodularsetfunctions1981,
title = {Maximizing Submodular Set Functions: Formulations
and Analysis of Algorithms*},
editor = {P. Hansen},
series = {North-Holland Mathematics Studies},
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year = 1981,
booktitle = {Annals of Discrete Mathematics (11)},
issn = {0304-0208},
doi = {10.1016/S0304-0208(08)73471-6},
url =
{https://www.sciencedirect.com/science/article/pii/S0304020808734716},
author = {G.L. Nemhauser and L.A. Wolsey},
}
@article{maxmizingapproximation2019,
title = {Maximizing submodular or monotone approximately
submodular functions by multi-objective evolutionary
algorithms},
journal = {Artificial Intelligence},
volume = 275,
pages = {279-294},
year = 2019,
issn = {0004-3702},
doi = {10.1016/j.artint.2019.06.005},
url =
{https://www.sciencedirect.com/science/article/pii/S0004370219301535},
author = {Chao Qian and Yang Yu and Ke Tang and Xin Yao and
Zhi-Hua Zhou},
keywords = {Evolutionary algorithms, Submodular optimization,
Multi-objective evolutionary algorithms, Running
time analysis, Computational complexity},
}
@book{murota2010,
place = {Berlin},
title = {Matrices and matroids for systems analysis},
publisher = {Springer},
author = {Murota, Kazuo},
year = 2010
}
@article{nemhauserwolseyfisher1978,
title = {An analysis of approximations for maximizing
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volume = 14,
DOI = {10.1007/bf01588971},
number = 1,
journal = {Mathematical Programming},
author = {Nemhauser, G. L. and Wolsey, L. A. and Fisher,
M. L.},
year = 1978,
pages = {265-294}
}
@misc{pagariapezzoli2021,
doi = {10.48550/ARXIV.2105.04214},
url = {https://arxiv.org/abs/2105.04214},
author = {Pagaria, Roberto and Pezzoli, Gian Marco},
keywords = {Algebraic Geometry (math.AG), Combinatorics
(math.CO), FOS: Mathematics, FOS: Mathematics,
05B35, 14N20, 52C35},
title = {Hodge Theory for Polymatroids},
publisher = {arXiv},
year = 2021,
copyright = {Creative Commons Attribution 4.0 International}
}
@article{rankmetricqpoly2019,
title = {Rank-metric codes and Q-polymatroids},
volume = 52,
doi = {10.1007/s10801-019-00889-4},
number = 1,
journal = {Journal of Algebraic Combinatorics},
author = {Gorla, Elisa and Jurrius, Relinde and L{\'o}pez,
Hiram H. and Ravagnani, Alberto},
year = 2019,
pages = {1-19}
}
@book{schrijver2003,
place = {Berlin},
title = {Combinatorial optimization: Polyhedra and
efficiency},
publisher = {Springer},
author = {Schrijver, Alexander},
year = 2003
}
@article{setcovering1970,
ISSN = {0030364X, 15265463},
URL = {http://www.jstor.org/stable/169305},
author = {Egon Balas and Manfred W. Padberg},
journal = {Operations Research},
number = 6,
pages = {1152-1161},
publisher = {INFORMS},
title = {On the Set-Covering Problem},
volume = 20,
year = 1972
}
@article{shannon1948,
title = {A mathematical theory of communication},
volume = 27,
doi = {10.1002/j.1538-7305.1948.tb00917.x},
number = 4,
journal = {Bell System Technical Journal},
author = {Shannon, C. E.},
year = 1948,
month = 10,
pages = {623-656}
}
@inbook{steenseebach1979,
place = {Estados Unidos},
booktitle = {Counterexamples in topology},
publisher = {Springer},
author = {Steen, Lynn Arthur and Seebach, Arthur},
year = 1979,
pages = {34-40}
}
@article{submodularcombinatorialinformation2021,
author = {Rishabh K. Iyer and Ninad Khargoankar and Jeff
A. Bilmes and Himanshu Asanani},
title = {Submodular Combinatorial Information Measures with
Applications in Machine Learning},
journal = {CoRR},
volume = {abs/2006.15412},
year = 2020,
url = {https://arxiv.org/abs/2006.15412},
eprinttype = {arXiv},
eprint = {2006.15412},
timestamp = {Wed, 01 Jul 2020 15:21:23 +0200},
biburl =
{https://dblp.org/rec/journals/corr/abs-2006-15412.bib},
bibsource = {dblp computer science bibliography,
https://dblp.org}
}
@article{submodularknapsackpolytope2009,
title = {The submodular knapsack polytope},
journal = {Discrete Optimization},
volume = 6,
number = 4,
pages = {333-344},
year = 2009,
issn = {1572-5286},
DOI = {10.1016/j.disopt.2009.03.002},
url =
{https://www.sciencedirect.com/science/article/pii/S157252860900019X},
author = {Alper Atamt\"urk and Vishnu Narayanan},
}
@inproceedings{submodularoptimization2013,
author = {Iyer, Rishabh and Bilmes, Jeff},
title = {Submodular Optimization with Submodular Cover and
Submodular Knapsack Constraints},
year = 2013,
publisher = {Curran Associates Inc.},
address = {Red Hook, NY, USA},
booktitle = {Proceedings of the 26th International Conference on
Neural Information Processing Systems - Volume 2},
pages = {2436-2444},
numpages = 9,
location = {Lake Tahoe, Nevada},
series = {NIPS'13},
}
@article{submodularwelfare2010,
author = {Feige, Uriel and Vondr\'ak, Jan},
year = 2010,
month = 01,
pages = {247-290},
title = {The Submodular Welfare Problem with Demand Queries.},
volume = 6,
journal = {Theory of Computing},
doi = {10.4086/toc.2010.v006a011}
}
@misc{submultiwaypartition2011,
doi = {10.48550/ARXIV.1105.2048},
url = {https://arxiv.org/abs/1105.2048},
author = {Chekuri, Chandra and Ene, Alina},
title = {Approximation Algorithms for Submodular Multiway
Partition},
publisher = {arXiv},
year = 2011,
copyright = {arXiv.org perpetual, non-exclusive license}
}
@article{sviridenkovondrakward2014,
title = {Optimal approximation for submodular and
supermodular optimization with bounded curvature},
DOI = {10.1137/1.9781611973730.76},
journal = {Proceedings of the Twenty-Sixth Annual ACM-SIAM
Symposium on Discrete Algorithms},
author = {Sviridenko, Maxim and Vondr\'ak, Jan and Ward,
Justin},
year = 2014
}
@article{tutte196615,
title = {On the algebraic theory of graph colorings},
journal = {Journal of Combinatorial Theory},
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number = 1,
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doi = {10.1016/S0021-9800(66)80004-2},
url =
{https://www.sciencedirect.com/science/article/pii/S0021980066800042},
author = {W.T. Tutte},
}
@book{tutte1971,
place = {New York, NY},
title = {Introduction to the theory of Matroids},
publisher = {American Elsevier},
author = {Tutte, William Thomas},
year = 1971
}
@misc{vondrakjan2014,
author = {Vondr\'ak Jan},
title = {Submodularity and curvature: the optimal algorithm},
url =
{https://theory.stanford.edu/~jvondrak/data/submod-curv.pdf},
year = 2014,
}
@misc{vondrakjan2020,
author = {Ashwinkumar Badanidiyuru and Amin Karbasi and Ehsan
Kazemi and Jan Vondr\'ak},
title = {Submodular Maximization Through Barrier Functions},
year = 2020,
eprint = {arXiv:2002.03523},
}
@article{whitney1935,
title = {On the abstract properties of linear dependence},
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year = 1935,
pages = 509
}
@article{wolsey1982,
title = {An analysis of the greedy algorithm for the
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@book{ziegler2007,
title = {Lectures on Polytopes},
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author = {Ziegler G{\" u}nter M.},
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}