Publications
Benders decomposition for competitive influence maximization in (social) networks. / Kahr, Michael; Leitner, Markus; Ruthmair, Mario; Sinnl, Markus.
In: Omega, Vol. 100, 102264, 04.2021.Publication: Contribution to journal › Article › peer-review
Interplay of non-convex quadratically constrained problems with adjustable robust optimization. / Bomze, Immanuel; Gabl, Markus.
In: Mathematical Methods of Operations Research, Vol. 93, 02.2021, p. 115-151.Publication: Contribution to journal › Article › peer-review
Trust Your Data or Not—StQP Remains StQP: Community Detection via Robust Standard Quadratic Optimization. / Bomze, Immanuel; Kahr, Michael; Leitner, Markus.
In: Mathematics of Operations Research, Vol. 46, No. 1, 02.2021, p. 301-316.Publication: Contribution to journal › Article › peer-review
Stochastic approximation for optimization in shape spaces. / Geiersbach, Caroline; Loayza-Romero, Estefania; Welker, Kathrin.
In: SIAM Journal on Optimization, Vol. 31, No. 1, 26.01.2021, p. 348-376.Publication: Contribution to journal › Article › peer-review
Fast Dynamic Cuts, Distances and Effective Resistances via Vertex Sparsifiers. / Chen, Li; Goranci, Gramoz; Henzinger, Monika; Peng, Richard; Saranurak, Thatchaphol.
61st Annual IEEE Symposium on Foundations of Computer Science. 2020.Publication: Contribution to book › Contribution to proceedings › peer-review
A Stochastic Gradient Method with Mesh Refinement for PDE Constrained Optimization under Uncertainty. / Geiersbach, Caroline; Wollner, Winnifried.
In: SIAM Journal on Scientific Computing, Vol. 42, No. 5, 15.09.2020, p. A2750–A2772.Publication: Contribution to journal › Article › peer-review
Inducing strong convergence of trajectories in dynamical systems associated to monotone inclusions with composite structure. / Bot, Radu Ioan; Grad, Sorin Mihai; Meier, Dennis; Staudigl, Mathias.
In: Advances in Nonlinear Analysis, Vol. 10, No. 1, 25.08.2020, p. 450-476.Publication: Contribution to journal › Article › peer-review
Location of charging stations in electric car sharing systems. / Leitner, Markus; Brandstätter, Georg; Ljubic, Ivana.
In: Transportation Science, Vol. 54, No. 5, 16.06.2020.Publication: Contribution to journal › Article › peer-review
The proximal alternating direction method of multipliers in the nonconvex setting : Convergence analysis and rates. / Bot, Radu Ioan; Nguyen, Dang Khoa.
In: Mathematics of Operations Research, Vol. 45, No. 2, 05.2020, p. 682-712.Publication: Contribution to journal › Article › peer-review
Stochastic Proximal Gradient Methods for Nonconvex Problems in Hilbert Spaces. / Geiersbach, Caroline; Scarinci, Teresa.
In: arXiv, 05.01.2020.Publication: Contribution to journal › Article › peer-review
Improved Guarantees for Vertex Sparsification in Planar Graphs. / Goranci, Gramoz; Henzinger, Monika; Peng, Pan.
In: SIAM Journal on Discrete Mathematics, Vol. 34, No. 1, 01.2020, p. 130–162.Publication: Contribution to journal › Article › peer-review
Multiscale stochastic optimization: modeling aspects and scenario generation. / Glanzer, Martin; Pflug, Georg.
In: Computational Optimization and Applications: an international journal, No. 75, 01.2020, p. 1-34.Publication: Contribution to journal › Article › peer-review
Alternating proximal-gradient steps for (stochastic) nonconvex-concave minimax problems. / Bot, Radu Ioan; Böhm, Axel.
2020.Publication: Working paper › Preprint/Draft
Biclustering and Boolean Matrix Factorization in Data Streams. / Neumann, Stefan; Miettinen, Pauli.
46th International Conference on Very Large Data Bases (VLDB 2020): Proceedings of a meeting held 31 August - 4 September 2020, Online. Vol. 13 New York : ACM Press, 2020. (Proceedings of the VLDB Endowment - (PVLDB)).Publication: Contribution to book › Contribution to proceedings › peer-review
Dynamic Approximate Maximum Independent Set of Intervals, Hypercubes and Hyperrectangles. / Henzinger, Monika; Neumann, Stefan; Wiese, Andreas.
36th International Symposium on Computational Geometry (SoCG 2020). 2020.Publication: Contribution to book › Contribution to proceedings › peer-review
Recent Developments in Boolean Matrix Factorization. / Miettinen, Pauli; Neumann, Stefan.
29th International Joint Conference on Artificial Intelligence (IJCAI) 2020. 2020.Publication: Contribution to book › Contribution to proceedings › peer-review
Two steps at a time -- taking GAN training in stride with Tseng's method. / Böhm, Axel; Sedlmayer, Michael; Csetnek, Ernö Robert; Bot, Radu Ioan.
2020.Publication: Working paper › Preprint/Draft
Ubiquitous algorithms in convex optimization generate self-contracted sequences. / Böhm, Axel; Daniilidis, Aris.
2020.Publication: Working paper › Preprint/Draft
Variable smoothing for convex optimization problems using stochastic gradients. / Bot, Radu Ioan; Böhm, Axel.
In: Journal of Scientific Computing, Vol. 85, No. 2, 33, 2020.Publication: Contribution to journal › Article › peer-review
Variable Smoothing for Weakly Convex Composite Functions. / Böhm, Axel; Wright, Stephen J.
2020.Publication: Working paper › Preprint/Draft
Distributionally robust optimization with multiple time scales: valuation of a thermal power plant. / van Ackooij, Wim; Escobar Luna-Barrera, Debora Daniela; Glanzer, Martin; Pflug, Georg.
In: Computational Management Science, 20.11.2019.Publication: Contribution to journal › Article › peer-review
Projected Stochastic Gradients for Convex Constrained Problems in Hilbert Spaces. / Geiersbach, Caroline; Pflug, Georg.
In: SIAM Journal on Optimization, Vol. 29, No. 3, 30.07.2019, p. 2079–2099.Publication: Contribution to journal › Article › peer-review
Dynamic low-stretch trees via dynamic low-diameter decompositions. / Forster, Sebastian; Goranci, Gramoz.
51st Annual ACM Symposium on the Theory of Computing (STOC 2019). 2019.Publication: Contribution to book › Contribution to proceedings › peer-review
Efficient Distributed Workload (Re-)Embedding. / Henzinger, Monika; Neumann, Stefan; Schmid, Stefan.
ACM SIGMETRICS / IFIP Performance 2019: Phoenix, AZ, USA — June 24 - 28, 2019. 2019. p. 43-44.Publication: Contribution to book › Contribution to proceedings › peer-review
Fully dynamic specrtal vertex sparsifiers and applications. / Durfee, David; Gao, Yu; Goranci, Gramoz; Peng, Richard.
51st Annual ACM Symposium on the Theory of Computing (STOC 2019). 2019.Publication: Contribution to book › Contribution to proceedings › peer-review