SS
Sebastian Schmitt
cs.LGquant-phcs.NEcs.CEcs.SYeess.SYAlgorithmscs.AIcs.CVcs.IT
On Valency
published · living versionsW_gyehtsv4·v1 · currentpublished
Quantifying the Value of Privileged Information Using a PAC-Bayesian Approach
with Vasily Bokov, Vedran Dunjko, Hao Wang
1 version
Preprints & journals
28 papers in the corpus · 2011–2026Quantifying the Value of Privileged Information Using a PAC-Bayesian Approach2609.12891v1 · Vasily Bokov, Sebastian Schmitt, Vedran Dunjko et al.2026 · 0 citationsarXivon Valency
Comparing Qubit and Qudit Encodings for EV Charging and Trip Assignment Problems2605.10255v1 · Linus Ekstr\om, Hao Wang, Sebastian Schmitt2026 · 0 citationsarXiv
Improving Quantum Multi-Objective Optimization with Archiving and Substitution2602.10952v1 · Linus Ekstr\om, Takafumi Hosogi, Xavier Bonet-Monroig et al.2026 · 0 citationsarXiv
Machine learning with minimal use of quantum computers: Provable advantages in Learning Under Quantum Privileged Information (LUQPI)2601.22006v1 · Vasily Bokov, Lisa Kohl, Sebastian Schmitt et al.2026 · 0 citationsarXiv
Industrial Energy Disaggregation with Digital Twin-generated Dataset and Efficient Data Augmentation2506.20525v2 · Christian Interno, Andrea Castellani, Sebastian Schmitt et al.2025 · 0 citationsarXiv
A Real-World Energy Management Dataset from a Smart Company Building for Optimization and Machine Learning.40413220 · Engel, Jens, Castellani, Andrea, Wollstadt, Patricia et al.2026 · 10 citationsScientific data. 2025;12(1):864
Variational Quantum Multi-Objective Optimization2312.14151v3 · Linus Ekstrom, Hao Wang, Sebastian Schmitt2023 · 13 citationsPhys. Rev. Research 7, 023141 (2025)
A Hybrid Quantum-Classical Approach to the Electric Mobility Problem2310.02760v1 · Margarita Veshchezerova, Mikhail Somov, David Bertsche et al.2023 · 9 citations2023 IEEE International Conference on Quantum Computing and Engineering (QCE)
Identification of Energy Management Configuration Concepts from a Set of Pareto-optimal Solutions2306.08318v2 · Felix Lanfermann, Qiqi Liu, Yaochu Jin et al.2023 · 13 citationsarXiv
Formulation of the Electric Vehicle Charging and Routing Problem for a Hybrid Quantum-Classical Search Space Reduction Heuristic2306.04414v2 · M. Garcia de Andoin, A. Bottarelli, S. Schmitt et al.2023 · 3 citations2023 IEEE 26th International Conference on Intelligent Transportation Systems, pp. 5318-5323
Data re-uploading with a single qudit2302.13932v2 · Noah L. Wach, Manuel S. Rudolph, Fred Jendrzejewski et al.2023 · 20 citationsQuantum Mach. Intell. 5, 36 (2023)
Understanding Concept Identification as Consistent Data Clustering Across Multiple Feature Spaces2301.05525v2 · Felix Lanfermann, Sebastian Schmitt, Patricia Wollstadt2023 · 3 citations2022 IEEE International Conference on Data Mining Workshops (ICDMW)
Alleviating Search Bias in Bayesian Evolutionary Optimization with Many Heterogeneous Objectives2208.12217v1 · Xilu Wang, Yaochu Jin, Sebastian Schmitt et al.2022 · 15 citationsarXiv
Concept Identification for Complex Engineering Datasets2206.06155v2 · Felix Lanfermann, Sebastian Schmitt2022 · 7 citationsarXiv
Recent Advances in Bayesian Optimization2206.03301v2 · Xilu Wang, Yaochu Jin, Sebastian Schmitt et al.2022 · 490 citationsarXiv
Transfer Learning Based Co-Surrogate Assisted Evolutionary Bi-Objective Optimization for Objectives with Non-Uniform Evaluation Times.34739055 · Wang, Xilu, Jin, Yaochu, Schmitt, Sebastian et al.2022 · 26 citationsEvolutionary computation. 2022;30(2):221-251
Quantum approximate optimization algorithm for qudit systems2204.00340v2 · Yannick Deller, Sebastian Schmitt, Maciej Lewenstein et al.2022 · 35 citationsPhys. Rev. A 107, 062410 (2023)
Interaction-Aware Sensitivity Analysis for Aerodynamic Optimization Results using Information Theory2112.05609v1 · Patricia Wollstadt, Sebastian Schmitt2021 · 2 citationsarXiv
Task-Sensitive Concept Drift Detector with Constraint Embedding2108.06980v3 · Andrea Castellani, Sebastian Schmitt, Barbara Hammer2021 · 16 citationsarXiv
A Rigorous Information-Theoretic Definition of Redundancy and Relevancy in Feature Selection Based on (Partial) Information Decomposition2105.04187v4 · Patricia Wollstadt, Sebastian Schmitt, Michael Wibral2021 · 13 citationsarXiv
Estimating the electrical power output of industrial devices with end-to-end time-series classification in the presence of label noise2105.00349v2 · Andrea Castellani, Sebastian Schmitt, Barbara Hammer2021 · 25 citationsarXiv
PREPRINT: Comparison of deep learning and hand crafted features for mining simulation data2103.06552v1 · Theodoros Georgiou, Sebastian Schmitt, Thomas Back et al.2021 · 0 citationsProceedings of the International Conference on Pattern Recognition (ICPR) 2020
Preprint: Norm Loss: An efficient yet effective regularization method for deep neural networks2103.06583v1 · Theodoros Georgiou, Sebastian Schmitt, Thomas Back et al.2021 · 1 citationProceedings of the International Conference on Pattern Recognition (ICPR) 2020
Finding Efficient Trade-offs in Multi-Fidelity Response Surface Modeling2103.03280v4 · Sander van Rijn, Sebastian Schmitt, Matthijs van Leeuwen et al.2021 · 1 citationarXiv
Real-World Anomaly Detection by using Digital Twin Systems and Weakly-Supervised Learning2011.06296v1 · Andrea Castellani, Sebastian Schmitt, Stefano Squartini2020 · 179 citationsIEEE Transactions on Industrial Informatics, 2020
Exploring the fitness landscape of a realistic turbofan rotor blade optimization1910.07268v1 · Jakub Kmec, Sebastian Schmitt2019 · 2 citationsIn: Rodrigues H. et al. (eds) EngOpt 2018 Proceedings of the 6th International Conference on Engineering Optimization. EngOpt 2018
Limits and trade-offs of topological network robustness.25250565 · Priester, Christopher, Schmitt, Sebastian, Peixoto, Tiago P2015 · 8 citationsPloS one. 2014;9(9):e108215
New silicon architectures by gold-assisted chemical etching.21882843 · Mikhael, Bechelany, Elise, Berodier, Xavier, Maeder et al.2012 · 105 citationsACS applied materials & interfaces. 2011;3(10):3866-73
Career total: 48 works. 28 are in this corpus.
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