Computer Systems Institute (SYS)
Publications
Journal Article (10)
- Eftekhari A., Gaedke-Merzhäuser L., Pasadakis D., Bollhöfer M., Scheidegger S., Schenk O. (2024) Algorithm XXX: Sparse Precision Matrix Estimation With SQUIC, ACM Transactions on Mathematical Software:1-23
- Gaedke-Merzhäuser L., Krainski . E. ., Janalík R., Rue . H., Schenk O. (2024) Integrated Nested Laplace Approximations for Large-Scale Spatial-Temporal Bayesian Modeling, SIAM Journal on Scientific Computing (SISC):1-22
- Harbrecht H., Multerer M., Schenk O., Schwab C. (2024) Multiresolution kernel matrix algebra, Numerische Mathematik:1-14
- Vecchi E., Kardoš J., Lechekhab M., Waechter A., Horenko I., Schenk O. (2024) Structure-exploiting interior-point solver for high-dimensional entropy-sparsified regression learning, Journal of Computational Science:1-30
- Pasadakis D., Bollhoefer M., Schenk O. (2023) Sparse Quadratic Approximation for Graph Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence, 45:11256-11269
- Kardoš J., Kourounis D., Schenk O. (2022) BELTISTOS: A robust interior point method for large-scale optimal power flow problems, Electric Power Systems Research, 212:1-31
- Eftekhari A., Pasadakis D., Scheidegger S., Bollhoefer M., Schenk O. (2021) Block-Enhanced Precision Matrix Estimation for Large-Scale Datasets, Journal of Computational Science, 53:1-39
- Bollhöfer M., Schenk O., Verbosio F. (2021) High Performance Block Incomplete LU Factorization, Applied Numerical Mathematics, 162:265-282
- Pasadakis D., Alappat C. L., Schenk O., Wellein G. (2021) Multiway p-spectral graph cuts on Grassmann manifolds, Machine Learning:1-42
- van Niekerk J., Bakka H., Rue H. ., Schenk O. (2021) New frontiers in Bayesian modeling using the INLA package in R, Journal of Statistical Software, 100 (2):1-28
Article in conference proceedings (5)
- Holt T. A. B., Abhyankar S. ., Kuruganti T., Schenk O., Peles S. (2024) Data-Driven Unit Commitment Refinement - a Scalable Approach for Complex Modern Power Grids. HICSS 2024. The Hawaii International Conference on System Sciences. University of Hawaii. January 2-6, 2024
- Schmidt J. ., Pasadakis D., Sathe M., Schenk O. (2024) GAMLNet: a graph based framework for the detection of money laundering. IEEE SDS24. IEEE. IEEE Swiss Conference on Data Science (SDS). The Circle Convention Center, Zurich Airport. May 30 – 31, 2024
- Jami J., Kardoš J., Schenk O., Koestler H. (2023) AI Driven Near Real-time Locational Marginal Pricing Method: A Feasibility and Robustness Study. ISGT 2023. Innovative Smart Grid Technologies Conference. Université Grenoble Alpes, France. October 23rd-26th, 2023
- Pasadakis D., Schenk O., Vlacic V. ., Yzelman A. J. (2023) Nonlinear Spectral Clustering with C++ GraphBLAS. IEEE HPEC 2023. IEEE. 27th Annual IEEE High Performance Extreme Computing Conference. Virtual. 25 - 29 September 2023
- Holt T. A. B., Kardoš J., Fazio V., Fazio L., Spazzini F. ., Schenk O. (2021) High-Performance Data Analytics Techniques for Power Markets Simulation. SEST 2021. International Conference on Smart Energy Systems and Technologies 2021. Vaasa, Finland. September 6-8, 2021
