Dr. Guillaume Sagnol

Head of MATH+ Junior Research Group "Optimization under Uncertainty"

Fakultät II - Mathematik und Naturwissenschaften
Institut für Mathematik, Sekr. MA 5-2
Technische Universität Berlin
Straße des 17. Juni 136
10623 Berlin

Office: MA 518
Telephone: +49 30 314 78846
Email: (lastname)@math.tu-berlin.de

For a list of activities beyond my current position at TU Berlin, see also my personal webpage.

Teaching

Seminar Recent Advances in Discrete Optimization
Summer 2022
Lecture Introduction to Linear and Discrete Optimization (ADM I)
Winter 21/22
Seminar Network Evolution Models
Summer 2021
Lecture Approximation Algorithms (ADM III)
Winter 20/21
Lecture Convex Optimization and Applications (ADM III)
Winter 19/20

Projects

Evolution Models for Historical Networks
Math+ project EF5-6 with Benjamin Ducke and Max Klimm
Stochastic Scheduling with Restricted Adaptivity
Math+ project AA3-6 with Ralf Borndörfer
Flow-Preserving Graph Contractions
Math+ project AA3-4 with Max Klimm, Torsten Mütze and Martin Skutella
LogiScale - BigData in Logistics: Multiscale and Combinatorial Methods in Optimization
4flow Europäischer Fonds für regionale Entwicklung der Europäischen Union (EFRE) with Martin Skutella, Yann Disser, Max Klimm and Torsten Mütze
Robust Optimization of Load Balancing in the Operating Theatre
Einstein Center for Mathematics Berlin Project MI-CH1

Publications

Improved Bounds for Stochastic Extensible Bin Packing under Distributional Assumptions (Guillaume Sagnol and Daniel Schmidt genannt Waldschmidt)
ISCO 2022 – Proc. 7th International Symposium on Combinatorial Optimization.
Bibtex
@inproceedings{SagnolSchmidtGW22,
title = {Improved Bounds for Stochastic Extensible Bin Packing under Distributional Assumptions},
author = {Sagnol, Guillaume and Schmidt genannt Waldschmidt, Daniel},
booktitle = {ISCO 2022 – Proc. 7th International Symposium on Combinatorial Optimization},
year = {to appear},
}

PICOS: A Python interface to conic optimization solvers (Guillaume Sagnol and Maximilian Stahlberg)
J. Open Source Softw., 7(70):3915, 2022.
DOI Bibtex
@article{SagnolStahlberg2022,
author = {Sagnol, Guillaume and Stahlberg, Maximilian},
title = {{PICOS}: A Python interface to conic optimization solvers},
journal = {J. Open Source Softw.},
year = {2022},
volume = {7},
number = {70},
pages = {3915},
doi = {10.21105/joss.03915},
}
Competitive Algorithms for Symmetric Rendezvous on the Line (Max Klimm, Guillaume Sagnol, Martin Skutella and Khai Van Tran)
SODA 2022 – Proc. 33rd ACM-SIAM Symposium on Discrete Algorithms, pp. 329–347.
DOI Bibtex
@inproceedings{KlimmSagnolSkutella+2022,
author = {Klimm, Max and Sagnol, Guillaume and Skutella, Martin and Van Tran, Khai},
booktitle = {SODA 2022 – Proc. 33rd ACM-SIAM Symposium on Discrete Algorithms},
title = {Competitive Algorithms for Symmetric Rendezvous on the Line},
doi = {10.1137/1.9781611977073.16},
pages = {329--347},
year = {2022},
}

Removing inessential points in $c-$ and $A-$optimal design (Luc Pronzato and Guillaume Sagnol)
J. Stat. Plan. Inference, 213:233–252, 2021.
DOI Bibtex
@article{PronzatoSagnol2021,
author = {Pronzato, Luc and Sagnol, Guillaume},
title = {Removing inessential points in $c-$ and $A-$optimal design},
journal = {J. Stat. Plan. Inference},
year = {2021},
doi = {10.1016/j.jspi.2020.11.011},
volume = {213},
pages = {233--252},
}
Restricted Adaptivity in Stochastic Scheduling (Guillaume Sagnol and Daniel Schmidt genannt Waldschmidt)
ESA 2021 – Proc. 29th European Symposium on Algorithms, pp. 79:1–79:14.
DOI Bibtex
@inproceedings{SagnolSchmidtGW21,
author = {Sagnol, Guillaume and Schmidt genannt Waldschmidt, Daniel},
title = {{Restricted Adaptivity in Stochastic Scheduling}},
booktitle = {ESA 2021 – Proc. 29th European Symposium on Algorithms},
pages = {79:1--79:14},
series = {LIPIcs},
year = {2021},
volume = {204},
doi = {10.4230/LIPIcs.ESA.2021.79},
}

Approximate and exact D-optimal designs for $2^k$ factorial experiments for Generalized Linear Models via SOCP (Belmiro P.M. Duarte and Guillaume Sagnol)
Stat. Pap., 61:2737–2767, 2020.
DOI Bibtex
@article{DuarteSagnol2020,
author = {Duarte, Belmiro P.M. and Sagnol, Guillaume},
title = {Approximate and exact D-optimal designs for $2^k$ factorial experiments for Generalized Linear Models via SOCP},
year = {2020},
doi = {10.1007/s00362-018-01075-7},
journal = {Stat. Pap.},
volume = {61},
pages = {2737--2767},
}

An unexpected connection between Bayes $A-$optimal designs and the Group Lasso (Guillaume Sagnol and Edouard Pauwels)
Stat. Pap., 60(2):215–234, 2019.
PDF DOI arxiv Bibtex
@article{SagnolPauwels2019,
author = {Sagnol, Guillaume and Pauwels, Edouard},
title = {An unexpected connection between Bayes $A-$optimal designs and the Group Lasso},
journal = {Stat. Pap.},
year = {2019},
arxiv = {1809.01931},
doi = {10.1007/s00362-018-01062-y},
volume = {60},
number = {2},
pages = {215--234},
}

An algorithm based on Semidefinite Programming for finding minimax optimal designs (Belmiro P.M. Duarte, Guillaume Sagnol and Weng Kee Wong)
Comput. Stat. Data Anal., 119:99–117, 2018.
DOI Bibtex
@article{DuarteSagnolWong2018,
author = {Duarte, Belmiro P.M. and Sagnol, Guillaume and Wong, Weng Kee},
title = {An algorithm based on Semidefinite Programming for finding minimax optimal designs},
journal = {Comput. Stat. Data Anal.},
volume = {119},
pages = {99--117},
year = {2018},
doi = {10.1016/j.csda.2017.09.008},
}
The Cone of Flow Matrices: Approximation Hierarchies and Applications (Guillaume Sagnol, Marco Blanco and Thibault Sauvage)
Networks, 72(1):128–150, 2018.
Extended abstract appeared in Proc. of INOC 2017
DOI Bibtex
@article{SagnolBlancoSauvage2018,
author = {Sagnol, Guillaume and Blanco, Marco and Sauvage, Thibault},
title = {The Cone of Flow Matrices: Approximation Hierarchies and Applications},
journal = {Networks},
doi = {10.1002/net.21820},
year = {2018},
volume = {72},
number = {1},
pages = {128--150},
}
Robust allocation of operating rooms: A cutting plane approach to handle lognormal case durations (Guillaume Sagnol, Christoph Barner, Ralf Borndörfer, Mickaël Grima, Matthes Seeling, Claudia Spies and Klaus Wernecke)
Eur. J. Oper. Res., 271(2):420–435, 2018.
DOI Bibtex
@article{SagnolBarnerBorndoerferetal.2018,
title = {Robust allocation of operating rooms: A cutting plane approach to handle lognormal case durations},
journal = {Eur. J. Oper. Res.},
year = {2018},
volume = {271},
number = {2},
pages = {420--435},
doi = {10.1016/j.ejor.2018.05.022},
author = {Sagnol, Guillaume and Barner, Christoph and Bornd{\"o}rfer, Ralf and Grima, Micka{\"e}l and Seeling, Matthes and Spies, Claudia and Wernecke, Klaus},
}
Approximation Hierarchies for the Cone of Flow Matrices (Guillaume Sagnol, Marco Blanco and Thibault Sauvage)
INOC 2017 – Proc. 8th International Network Optimization Conference, pp. 275 – 284.
DOI Bibtex
@inproceedings{SagnolBlancoSauvageInoc2017,
title = {Approximation Hierarchies for the Cone of Flow Matrices},
author = {Sagnol, Guillaume and Blanco, Marco and Sauvage, Thibault},
year = {2018},
booktitle = {INOC 2017 – Proc. 8th International Network Optimization Conference},
volume = {64},
pages = {275 -- 284},
doi = {10.1016/j.endm.2018.02.002},
series = {Electron. Notes Discret. Math.},
}
The Price of Fixed Assignments in Stochastic Extensible Bin Packing (Guillaume Sagnol, Daniel Schmidt genannt Waldschmidt and Alexander Tesch)
WAOA 2018 – Proc. 16th Workshop on Approximation and Online Algorithms, pp. 327–347.
DOI Bibtex
@inproceedings{SagnolSchmidtGWTesch2018,
title = {The Price of Fixed Assignments in Stochastic Extensible Bin Packing},
year = {2018},
author = {Sagnol, Guillaume and Schmidt genannt Waldschmidt, Daniel and Tesch, Alexander},
booktitle = {WAOA 2018 – Proc. 16th Workshop on Approximation and Online Algorithms},
volume = {11312},
pages = {327--347},
doi = {10.1007/978-3-030-04693-4_20},
}

Optimal duty rostering for toll enforcement inspectors (Ralf Borndörfer, Guillaume Sagnol, Thomas Schlechte and Elmar Swarat)
Ann. Oper. Res., 252(2):383–406, 2017.
DOI Bibtex
@article{BorndoerferSagnolSchlechteetal.2017,
author = {Bornd{\"o}rfer, Ralf and Sagnol, Guillaume and Schlechte, Thomas and Swarat, Elmar},
title = {Optimal duty rostering for toll enforcement inspectors},
journal = {Ann. Oper. Res.},
doi = {10.1007/s10479-016-2152-1},
year = {2017},
volume = {252},
number = {2},
pages = {383--406},
}

Dr. Guillaume Sagnol

Teaching

Projects

Publications

to appear

2022

2021

2020

2019

2018

2017