7 Search Results for "Pl�cker, Martin"


Document
From Big Data Theory to Big Data Practice (Dagstuhl Seminar 23071)

Authors: Martin Farach-Colton, Fabian Daniel Kuhn, Ronitt Rubinfeld, and Przemysław Uznański

Published in: Dagstuhl Reports, Volume 13, Issue 2 (2023)


Abstract
This report documents the program and the outcomes of Dagstuhl Seminar 23071 "From Big Data Theory to Big Data Practice". Some recent advances in the theory of algorithms for big data - sublinear/local algorithms, streaming algorithms and external memory algorithms - have translated into impressive improvements in practice, whereas others have remained stubbornly resistant to useful implementations. This seminar aimed to glean lessons for those aspect of these algorithms that have led to practical implementation to see if the lessons learned can both improve the implementations of other theoretical ideas and to help guide the next generation of theoretical advances.

Cite as

Martin Farach-Colton, Fabian Daniel Kuhn, Ronitt Rubinfeld, and Przemysław Uznański. From Big Data Theory to Big Data Practice (Dagstuhl Seminar 23071). In Dagstuhl Reports, Volume 13, Issue 2, pp. 33-46, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2023)


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@Article{farachcolton_et_al:DagRep.13.2.33,
  author =	{Farach-Colton, Martin and Kuhn, Fabian Daniel and Rubinfeld, Ronitt and Uzna\'{n}ski, Przemys{\l}aw},
  title =	{{From Big Data Theory to Big Data Practice (Dagstuhl Seminar 23071)}},
  pages =	{33--46},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2023},
  volume =	{13},
  number =	{2},
  editor =	{Farach-Colton, Martin and Kuhn, Fabian Daniel and Rubinfeld, Ronitt and Uzna\'{n}ski, Przemys{\l}aw},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops-dev.dagstuhl.de/entities/document/10.4230/DagRep.13.2.33},
  URN =		{urn:nbn:de:0030-drops-191809},
  doi =		{10.4230/DagRep.13.2.33},
  annote =	{Keywords: external memory, local algorithms, sublinear algorithms}
}
Document
Automata Learning with an Incomplete Teacher

Authors: Mark Moeller, Thomas Wiener, Alaia Solko-Breslin, Caleb Koch, Nate Foster, and Alexandra Silva

Published in: LIPIcs, Volume 263, 37th European Conference on Object-Oriented Programming (ECOOP 2023)


Abstract
The preceding decade has seen significant interest in use of active learning to build models of programs and protocols. But existing algorithms assume the existence of an idealized oracle - a so-called Minimally Adequate Teacher (MAT) - that cannot be fully realized in practice and so is usually approximated with testing. This work proposes a new framework for active learning based on an incomplete teacher. This new formulation, called iMAT, neatly handles scenarios in which the teacher has access to only a finite number of tests or otherwise has gaps in its knowledge. We adapt Angluin’s L^⋆ algorithm for learning finite automata to incomplete teachers and we build a prototype implementation in OCaml that uses an SMT solver to help fill in information not supplied by the teacher. We demonstrate the behavior of our iMAT prototype on a variety of learning problems from a standard benchmark suite.

Cite as

Mark Moeller, Thomas Wiener, Alaia Solko-Breslin, Caleb Koch, Nate Foster, and Alexandra Silva. Automata Learning with an Incomplete Teacher. In 37th European Conference on Object-Oriented Programming (ECOOP 2023). Leibniz International Proceedings in Informatics (LIPIcs), Volume 263, pp. 21:1-21:30, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2023)


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@InProceedings{moeller_et_al:LIPIcs.ECOOP.2023.21,
  author =	{Moeller, Mark and Wiener, Thomas and Solko-Breslin, Alaia and Koch, Caleb and Foster, Nate and Silva, Alexandra},
  title =	{{Automata Learning with an Incomplete Teacher}},
  booktitle =	{37th European Conference on Object-Oriented Programming (ECOOP 2023)},
  pages =	{21:1--21:30},
  series =	{Leibniz International Proceedings in Informatics (LIPIcs)},
  ISBN =	{978-3-95977-281-5},
  ISSN =	{1868-8969},
  year =	{2023},
  volume =	{263},
  editor =	{Ali, Karim and Salvaneschi, Guido},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.ECOOP.2023.21},
  URN =		{urn:nbn:de:0030-drops-182145},
  doi =		{10.4230/LIPIcs.ECOOP.2023.21},
  annote =	{Keywords: Finite Automata, Active Learning, SMT Solvers}
}
Document
Artifact
Global Type Inference for Featherweight Generic Java - Prototype Implementation (Artifact)

Authors: Andreas Stadelmeier, Martin Plümicke, and Peter Thiemann

Published in: DARTS, Volume 8, Issue 2, Special Issue of the 36th European Conference on Object-Oriented Programming (ECOOP 2022)


Abstract
We implemented a prototype of the type inference algorithm described in the paper "Global Type Inference for Featherweight Generic Java". Our type inference algorithm for Featherweight Generic Java (GFJ) is able to calculate the missing types in a Typeless Featherweight Generic Java (FGJ-GT) program. Inserting those types generates a valid GFJ program. We demonstrate this with a prototype implementation. The prototype is a web application which accepts GFJ-GT programs as input and shows the respective GFJ program after the type inference.

Cite as

Andreas Stadelmeier, Martin Plümicke, and Peter Thiemann. Global Type Inference for Featherweight Generic Java - Prototype Implementation (Artifact). In Special Issue of the 36th European Conference on Object-Oriented Programming (ECOOP 2022). Dagstuhl Artifacts Series (DARTS), Volume 8, Issue 2, pp. 18:1-18:4, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2022)


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@Article{stadelmeier_et_al:DARTS.8.2.18,
  author =	{Stadelmeier, Andreas and Pl\"{u}micke, Martin and Thiemann, Peter},
  title =	{{Global Type Inference for Featherweight Generic Java - Prototype Implementation (Artifact)}},
  pages =	{18:1--18:4},
  journal =	{Dagstuhl Artifacts Series},
  ISSN =	{2509-8195},
  year =	{2022},
  volume =	{8},
  number =	{2},
  editor =	{Stadelmeier, Andreas and Pl\"{u}micke, Martin and Thiemann, Peter},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops-dev.dagstuhl.de/entities/document/10.4230/DARTS.8.2.18},
  URN =		{urn:nbn:de:0030-drops-162165},
  doi =		{10.4230/DARTS.8.2.18},
  annote =	{Keywords: type inference, Java, subtyping, generics}
}
Document
Global Type Inference for Featherweight Generic Java

Authors: Andreas Stadelmeier, Martin Plümicke, and Peter Thiemann

Published in: LIPIcs, Volume 222, 36th European Conference on Object-Oriented Programming (ECOOP 2022)


Abstract
Java’s type system mostly relies on type checking augmented with local type inference to improve programmer convenience. We study global type inference for Featherweight Generic Java (FGJ), a functional Java core language. Given generic class headers and field specifications, our inference algorithm infers all method types if classes do not make use of polymorphic recursion. The algorithm is constraint-based and improves on prior work in several respects. Despite the restricted setting, global type inference for FGJ is NP-complete.

Cite as

Andreas Stadelmeier, Martin Plümicke, and Peter Thiemann. Global Type Inference for Featherweight Generic Java. In 36th European Conference on Object-Oriented Programming (ECOOP 2022). Leibniz International Proceedings in Informatics (LIPIcs), Volume 222, pp. 28:1-28:27, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2022)


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@InProceedings{stadelmeier_et_al:LIPIcs.ECOOP.2022.28,
  author =	{Stadelmeier, Andreas and Pl\"{u}micke, Martin and Thiemann, Peter},
  title =	{{Global Type Inference for Featherweight Generic Java}},
  booktitle =	{36th European Conference on Object-Oriented Programming (ECOOP 2022)},
  pages =	{28:1--28:27},
  series =	{Leibniz International Proceedings in Informatics (LIPIcs)},
  ISBN =	{978-3-95977-225-9},
  ISSN =	{1868-8969},
  year =	{2022},
  volume =	{222},
  editor =	{Ali, Karim and Vitek, Jan},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.ECOOP.2022.28},
  URN =		{urn:nbn:de:0030-drops-162560},
  doi =		{10.4230/LIPIcs.ECOOP.2022.28},
  annote =	{Keywords: type inference, Java, subtyping, generics}
}
Document
Polyglutamine and Polyalanine Tracts Are Enriched in Transcription Factors of Plants

Authors: Nina Kottenhagen, Lydia Gramzow, Fabian Horn, Martin Pohl, and Günter Theißen

Published in: OASIcs, Volume 26, German Conference on Bioinformatics 2012


Abstract
Polyglutamine (polyQ) tracts have been studied extensively for their roles in a number of human diseases such as Huntington's or different Ataxias. However, it has also been recognized that polyQ tracts are abundant and may have important functional and evolutionary roles. Especially the association of polyQ and also polyalanine (polyA) tracts with transcription factors and their activation activity has been noted. While a number of examples for this association have been found for proteins from opisthokonts (animals and fungi), only a few studies exist for polyQ and polyA stretches in plants, and systematic investigations of the significance of these repeats in plant transcription factors are scarce. Here, we analyze the abundance and length of polyQ and polyA stretches in the conceptual proteomes of six plant species and examine the connection between polyQ and polyA tracts and transcription factors of the repeat-containing proteins. We show that there is an association of polyQ stretches with transcription factors in plants. In grasses, transcription factors are also significantly enriched in polyA stretches. While there is variation in the abundance, length, and association with certain functions of polyQ and polyA stretches between different species, no general differences in the evolution of these repeats could be observed between plants and opisthokonts.

Cite as

Nina Kottenhagen, Lydia Gramzow, Fabian Horn, Martin Pohl, and Günter Theißen. Polyglutamine and Polyalanine Tracts Are Enriched in Transcription Factors of Plants. In German Conference on Bioinformatics 2012. Open Access Series in Informatics (OASIcs), Volume 26, pp. 93-107, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2012)


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@InProceedings{kottenhagen_et_al:OASIcs.GCB.2012.93,
  author =	{Kottenhagen, Nina and Gramzow, Lydia and Horn, Fabian and Pohl, Martin and Thei{\ss}en, G\"{u}nter},
  title =	{{Polyglutamine and Polyalanine Tracts Are Enriched in Transcription Factors of Plants}},
  booktitle =	{German Conference on Bioinformatics 2012},
  pages =	{93--107},
  series =	{Open Access Series in Informatics (OASIcs)},
  ISBN =	{978-3-939897-44-6},
  ISSN =	{2190-6807},
  year =	{2012},
  volume =	{26},
  editor =	{B\"{o}cker, Sebastian and Hufsky, Franziska and Scheubert, Kerstin and Schleicher, Jana and Schuster, Stefan},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops-dev.dagstuhl.de/entities/document/10.4230/OASIcs.GCB.2012.93},
  URN =		{urn:nbn:de:0030-drops-37217},
  doi =		{10.4230/OASIcs.GCB.2012.93},
  annote =	{Keywords: tandem repeats, molecular evolution, GO annotation}
}
Document
Termination of Integer Term Rewriting

Authors: Carsten Fuhs, Jürgen Giesl, Martin Plücker, Peter Schneider-Kamp, and Stephan Falke

Published in: Dagstuhl Seminar Proceedings, Volume 9411, Interaction versus Automation: The two Faces of Deduction (2010)


Abstract
Recently, techniques and tools from term rewriting have been successfully applied to prove termination automatically for different programming languages. The advantage of rewrite techniques is that they are very powerful for algorithms on user-defined data structures. But in contrast to techniques for termination analysis of imperative programs, the drawback of rewrite techniques is that they do not support data structures like integer numbers which are pre-defined in almost all programming languages. To solve this problem, we extend term rewriting by built-in integers and adapt the dependency pair framework to prove termination of integer term rewriting automatically. Our experiments show that this indeed combines the power of rewrite techniques on user-defined data types with a powerful treatment of pre-defined integers.

Cite as

Carsten Fuhs, Jürgen Giesl, Martin Plücker, Peter Schneider-Kamp, and Stephan Falke. Termination of Integer Term Rewriting. In Interaction versus Automation: The two Faces of Deduction. Dagstuhl Seminar Proceedings, Volume 9411, pp. 1-4, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2010)


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@InProceedings{fuhs_et_al:DagSemProc.09411.5,
  author =	{Fuhs, Carsten and Giesl, J\"{u}rgen and Pl\"{u}cker, Martin and Schneider-Kamp, Peter and Falke, Stephan},
  title =	{{Termination of Integer Term Rewriting}},
  booktitle =	{Interaction versus Automation: The two Faces of Deduction},
  pages =	{1--4},
  series =	{Dagstuhl Seminar Proceedings (DagSemProc)},
  ISSN =	{1862-4405},
  year =	{2010},
  volume =	{9411},
  editor =	{Thomas Ball and J\"{u}rgen Giesl and Reiner H\"{a}hnle and Tobias Nipkow},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops-dev.dagstuhl.de/entities/document/10.4230/DagSemProc.09411.5},
  URN =		{urn:nbn:de:0030-drops-24233},
  doi =		{10.4230/DagSemProc.09411.5},
  annote =	{Keywords: Termination analysis, integers, term rewriting, dependency pairs}
}
Document
Assessing an approximation algorithm for the minimum fill-in problem in practice

Authors: H. Martin Bücker, Michael Lülfesmann, and Arno Rasch

Published in: Dagstuhl Seminar Proceedings, Volume 9061, Combinatorial Scientific Computing (2009)


Abstract
We investigate an implementation of an approximation algorithm for the minimum fill-in problem. The algorithm has some degree of freedom since it is composed of several subtasks for which one can choose between different algorithms. The goal of the present work is to study the impact of theses components and carefully examine the practicability of the overall approximation algorithm by a set of numerical examples.

Cite as

H. Martin Bücker, Michael Lülfesmann, and Arno Rasch. Assessing an approximation algorithm for the minimum fill-in problem in practice. In Combinatorial Scientific Computing. Dagstuhl Seminar Proceedings, Volume 9061, p. 1, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2009)


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@InProceedings{bucker_et_al:DagSemProc.09061.5,
  author =	{B\"{u}cker, H. Martin and L\"{u}lfesmann, Michael and Rasch, Arno},
  title =	{{Assessing an approximation algorithm for the minimum fill-in problem in practice}},
  booktitle =	{Combinatorial Scientific Computing},
  pages =	{1--1},
  series =	{Dagstuhl Seminar Proceedings (DagSemProc)},
  ISSN =	{1862-4405},
  year =	{2009},
  volume =	{9061},
  editor =	{Uwe Naumann and Olaf Schenk and Horst D. Simon and Sivan Toledo},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops-dev.dagstuhl.de/entities/document/10.4230/DagSemProc.09061.5},
  URN =		{urn:nbn:de:0030-drops-21191},
  doi =		{10.4230/DagSemProc.09061.5},
  annote =	{Keywords: Sparse linear algebra}
}
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