Univ.-Prof. Dr. Monika Henzinger (Deputy Speaker)

Full Professor (Computer Science), Deputy Speaker

Research areas in the program

  • Combinatorial Optimization
  • Dynamic Optimization
  • Parallel and Distributed Optimization

Keywords

  • combinatorial algorithms
  • efficient algorithms and data structures
  • approximation algorithms for combinatorial optimization problems

Research Interests

Combinatorial algorithms, especially on graphs, efficient algorithms and data structures, approximation algorithms for combinatorial optimization problems

Know-how and infrastructure of the research group

Monika Henzinger is a leading researcher in the area of combinatorial optimization and efficient algorithms and data structures. She is working on questions arising in graph algorithms, online algorithms, and approximation algorithms as well as graph games and algorithmic game theory. She is the principle investigator of the 2013 ERC Advanced Grant on graph algorithms and their applications.

In recent years she has focused on dynamic graph algorithms as well as optimization problems arising in computational biology, computer verification, and in internet advertisement. In a recent line of work (Henzinger, Krinninger, and Nanongkai 2013a, Henzinger, Krinninger, and Nanongkai 2013b, Henzinger, Krinninger, and Nanongkai 2014a, Henzinger, Krinninger, and Nanongkai 2014b,  Henzinger, Krinninger, and Nanongkai 2014c) she consecutively improved the running time for decremental graph algorithm for maintaining approximate shortest paths finally resulting in  the first decremental graph algorithm for maintaining approximate shortest paths in undirected weighted graphs that takes near-constant time per update (Henzinger, Krinninger, and Nanongkai 2014a) and the first such algorithm in directed weighted graphs that takes sublinear time per update   (Henzinger, Krinninger, and Nanongkai 2014b). 

She also gave the first constant-factor approximation algorithm for maximizing a submodular function under viablility constraints, which is a certain type of non-downward closed constraints arising in computational biology (Dvorak, Henzinger, and Williamson 2013). She also published a sequence of papers on optimization problems arising in internet advertising, especially in sponsored search auctions (Duetting, Henzinger, and Starnberger 2013, Duetting, Henzinger, and Weber 2013a, 2013b, Duetting, Henzinger, and Starnberger 2012, Colini-Baldeschi et al 2012, Henzinger and Vidali 2011, Feldman et al 2010).

She also gave recently the first decremental graph algorithm for maintaining approximate shortest paths in directed undirected uncapacitated graphs that takes sublinear time per update (Henzinger, Krinninger, and Nanongkai 2014). She also gave the first linear-time deterministic (1+ε) approximate shortest path algorithm (Henzinger, Krinninger, and Nanongkai 2013).She also recently gave the first constant-factor approximation algorithm for maximizing a submodular function under  viablility constraints, which is a certain type of non-downward closed constraints arising in computational biology (Dvorak, Henzinger, and Williamson 2013).

Collaborations within the VGSCO

With Vladimir Kolmogorov, Nysret Musliu and Günther Raidl on Combinatorial Optimization, with Birgit Rudloff on Dynamic Optimization and with Dan Alistarh on Parallel and Distributed Optimization.

Scientific CV

Study of Computer Science at the University of the Saarland (Saarbruecken), Diplom (1989), Ph.D. in Computer Science at Princeton University (1993). Assistant Professor Cornell University (1993-1996). Research Scientist at Digital Equipment Corporation (1996-1999). Associate Professor of Computer Science at the University of the Saarland (1999). Director of Research at Google Inc (1999-2005), Professor of Computer Science at the Ecole Polytechnique Federale de Lausanne (2005-2009). Professor of Computer Science at the University of Vienna (2009-2023). Since March 2023, Professor of Computer Science at the Institute of Science and Technology Austria.

Editor of two books, and author of more than 40 publications in refereed journals and over 60 publications in refereed conferences, such as:  Journal of the ACM, SIAM Journal of Computing,  Journal of Computer and System Sciences, Algorithmica, Journal of Algorithms, Theoretical Computer Science, IEEE Transactions on the Web,  IEEE Symposium on Foundations of Computer Science,  ACM Symposium on Theory of Computing, ACM/SIAM Symposium on Discrete Algorithms.

Publications

Showing entries 101 - 110 out of 149
Chatterjee, K, Henzinger, M & Loitzenbauer, V 2015, Improved Algorithms for One-Pair and k-Pair Streett Objectives. in Proceedings - 2015 30th Annual ACM/IEEE Symposium on Logic in Computer Science, LICS 2015. pp. 269-280, Logic in Computer Science (LICS 2015), Kyoto, Japan, 6/07/15. https://doi.org/10.1109/LICS.2015.34
Henzinger, M, Krinninger, S & Loitzenbauer, V 2015, Finding 2-Edge and 2-Vertex Strongly Connected Components in Quadratic Time. in MM Halldorsson, N Kobayashi, B Speckmann & K Iwama (eds), 42nd International Colloquium on Automata, Languages, and Programming (ICALP 2015). pp. 713-724, International Colloquium on Automata, Languages and Programming (ICALP 2015), Kyoto, Japan, 6/07/15. https://doi.org/10.1007/978-3-662-47672-7_58
Henzinger, M, Krinninger, S & Nanongkai, D 2015, Improved Algorithms for Decremental Single-Source Reachability on Directed Graphs. in MM Halldorsson, N Kobayashi, B Speckmann & K Iwama (eds), Automata, Languages, and Programming - 42nd International Colloquium, ICALP 2015, Proceedings. Springer-Verlag Berlin-Heidelberg, Lecture Notes in Computer Science, vol. 9134, pp. 725-736, International Colloquium on Automata, Languages and Programming (ICALP 2015), Kyoto, Japan, 6/07/15. https://doi.org/10.1007/978-3-662-47672-7_59
Bhattacharya, S, Henzinger, M, Nanongkai, D & Tsourakakis, CE 2015, Space- and Time-Efficient Algorithm for Maintaining Dense Subgraphs on One-Pass Dynamic Streams. in STOC 2015 - Proceedings of the 2015 ACM Symposium on Theory of Computing. pp. 173–182, STOC 2015: 47th Annual Symposium on the Theory of Computing, Portland, Oregon, United States, 15/06/15. https://doi.org/10.1145/2746539.2746592
Henzinger, M, Krinninger, S, Nanongkai, D & Saranurak, T 2015, Unifying and Strengthening Hardness for Dynamic Problems via the Online Matrix-Vector Multiplication Conjecture. in STOC 2015 - Proceedings of the 2015 ACM Symposium on Theory of Computing. pp. 21-30, STOC 2015: 47th Annual Symposium on the Theory of Computing, Portland, Oregon, United States, 15/06/15. https://doi.org/10.1145/2746539.2746609
Henzinger, M & Loitzenbauer, V 2015, 'Truthful unit-demand auctions with budgets revisited', Theoretical Computer Science, vol. 573, pp. 1-15. https://doi.org/10.1016/j.tcs.2015.01.033
Bhattacharya, S, Dvořák, W, Henzinger, M & Starnberger, M 2015, Welfare Maximization with Friends-of-Friends Network Externalities. in EW Mayr & N Ollinger (eds), 32nd International Symposium on Theoretical Aspects of Computer Science, STACS 2015. pp. 90-102, STACS, München, Germany, 4/03/15. https://doi.org/10.4230/LIPIcs.STACS.2015.90
Chernomor, O, Bui, MQ, Forest, F, Klaere, S, Ingram, T, Henzinger, M & von Haeseler, A 2015, 'Split diversity in constrained conservation prioritization using integer linear programming', Methods in Ecology and Evolution, vol. 6, no. 1, pp. 83-91. https://doi.org/10.1111/2041-210X.12299
Dütting, P, Henzinger, M & Starnberger, M 2015, 'Auctions for Heterogeneous Items and Budget Limits', ACM Transactions on Economics and Computation, vol. 4, no. 1, 4, pp. 1-17. https://doi.org/10.1145/2818351
Bhattacharya, S, Henzinger, M & Italiano, GF 2015, Deterministic Fully Dynamic Data Structures for Vertex Cover and Matching. in Proceedings of the 26th Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2015. Association for Computing Machinery (ACM), New York, pp. 785-804, SODA 2015: Twenty-Sixth Annual (ACM-SIAM) Symposium on Discrete Algorithms, San Diego, Kalifornien, United States, 4/01/15. https://doi.org/10.1137/1.9781611973730.54
Showing entries 101 - 110 out of 149
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