@Article{DagRep.12.2, title = {{Dagstuhl Reports, Volume 12, Issue 2, February 2022, Complete Issue}}, pages = {1--144}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2022}, volume = {12}, number = {2}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.12.2}, URN = {urn:nbn:de:0030-drops-169279}, doi = {10.4230/DagRep.12.2}, annote = {Keywords: Dagstuhl Reports, Volume 12, Issue 2, February 2022, Complete Issue} } @Article{DagRep.12.2.i, title = {{Dagstuhl Reports, Table of Contents, Volume 12, Issue 2, 2022}}, pages = {i--ii}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2022}, volume = {12}, number = {2}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.12.2.i}, URN = {urn:nbn:de:0030-drops-169287}, doi = {10.4230/DagRep.12.2.i}, annote = {Keywords: Table of Contents, Frontmatter} } @Article{gradel_et_al:DagRep.12.2.1, author = {Gr\"{a}del, Erich and Kolaitis, Phokion G. and Noy, Marc and Naaf, Matthias}, title = {{Logic and Random Discrete Structures (Dagstuhl Seminar 22061)}}, pages = {1--16}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2022}, volume = {12}, number = {2}, editor = {Gr\"{a}del, Erich and Kolaitis, Phokion G. and Noy, Marc and Naaf, Matthias}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.12.2.1}, URN = {urn:nbn:de:0030-drops-169295}, doi = {10.4230/DagRep.12.2.1}, annote = {Keywords: combinatorics, complexity theory, logic, random structures, probabilistic databases} } @Article{buchin_et_al:DagRep.12.2.17, author = {Buchin, Maike and Lubiw, Anna and de Mesmay, Arnaud and Schleimer, Saul and Brunck, Florestan}, title = {{Computation and Reconfiguration in Low-Dimensional Topological Spaces (Dagstuhl Seminar 22062)}}, pages = {17--66}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2022}, volume = {12}, number = {2}, editor = {Buchin, Maike and Lubiw, Anna and de Mesmay, Arnaud and Schleimer, Saul and Brunck, Florestan}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.12.2.17}, URN = {urn:nbn:de:0030-drops-169305}, doi = {10.4230/DagRep.12.2.17}, annote = {Keywords: Geometric Topology, Computational Geometry, Graph Drawing, Reconfiguration, Dagstuhl Seminar} } @Article{abraham_et_al:DagRep.12.2.67, author = {Abraham, Erika and Davenport, James H. and England, Matthew and Griggio, Alberto}, title = {{New Perspectives in Symbolic Computation and Satisfiability Checking (Dagstuhl Seminar 22072)}}, pages = {67--86}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2022}, volume = {12}, number = {2}, editor = {Abraham, Erika and Davenport, James H. and England, Matthew and Griggio, Alberto}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.12.2.67}, URN = {urn:nbn:de:0030-drops-169310}, doi = {10.4230/DagRep.12.2.67}, annote = {Keywords: computer algebra systems, SMT Solvers, verification} } @Article{auger_et_al:DagRep.12.2.87, author = {Auger, Anne and Fonseca, Carlos M. and Friedrich, Tobias and Lengler, Johannes and Gissler, Armand}, title = {{Theory of Randomized Optimization Heuristics (Dagstuhl Seminar 22081)}}, pages = {87--102}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2022}, volume = {12}, number = {2}, editor = {Auger, Anne and Fonseca, Carlos M. and Friedrich, Tobias and Lengler, Johannes and Gissler, Armand}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.12.2.87}, URN = {urn:nbn:de:0030-drops-169325}, doi = {10.4230/DagRep.12.2.87}, annote = {Keywords: black-box optimization, derivative-free optimization, evolutionary and genetic algorithms, randomized search algorithms, stochastic gradient descent, theoretical computer science} } @Article{muller_et_al:DagRep.12.2.103, author = {M\"{u}ller, Meinard and Bittner, Rachel and Nam, Juhan and Krause, Michael and \"{O}zer, Yigitcan}, title = {{Deep Learning and Knowledge Integration for Music Audio Analysis (Dagstuhl Seminar 22082)}}, pages = {103--133}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2022}, volume = {12}, number = {2}, editor = {M\"{u}ller, Meinard and Bittner, Rachel and Nam, Juhan and Krause, Michael and \"{O}zer, Yigitcan}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.12.2.103}, URN = {urn:nbn:de:0030-drops-169333}, doi = {10.4230/DagRep.12.2.103}, annote = {Keywords: Audio signal processing, deep learning, knowledge representation, music information retrieval, user interaction and interfaces} } @Article{clopath_et_al:DagRep.12.2.134, author = {Clopath, Claudia and De Winne, Ruben and Schaul, Tom}, title = {{AI for the Social Good (Dagstuhl Seminar 22091)}}, pages = {134--142}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2022}, volume = {12}, number = {2}, editor = {Clopath, Claudia and De Winne, Ruben and Schaul, Tom}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.12.2.134}, URN = {urn:nbn:de:0030-drops-169345}, doi = {10.4230/DagRep.12.2.134}, annote = {Keywords: Machine Learning, Artificial Intelligence, Social Good, NGO, sustainable development goals, Non-governmental organisation} }