Publications

Cuchiero C, Cox S, Khedher A. Infinite-dimensional Wishart-processes. Electronic Journal of Probability. 2024;29.

Cuchiero C, Guida F, Persio LD, Svaluto-Ferro S. Measure-valued affine and polynomial diffusions. Stochastic Processes and their Applications. 2024. doi: 10.48550/arXiv.2112.15129

Cuchiero C, Persio LD, Guida F, Papariello-Svaluto-Ferro S. Measure-valued processes for enery markets. Journal of Mathematical Finance. 2024. doi: 10.48550/arXiv.2210.09331

Klein T, Miklautz L, Sidak K , Plant C , Tschiatschek S. Plasticity Loss in Deep Reinforcement Learning: A Survey. arXiv. 2024. doi: 10.48550/arXiv.2411.04832

Jaber EA, Cuchiero C, Pelizzari L, Pulido S, Papariello-Svaluto-Ferro S. Polynomial Volterra processes. Electronic Journal of Probability. 2024;29. doi: 10.48550/arXiv.2403.14251, 10.1214/24-EJP1234

Andrews T , Rózsa M, Prajda K, Read L, Andjelovic A. Re-Evaluating the Eleventh Century through Linked Events and Entities. Historical Studies on Central Europe . 2024;4(1):217–245. doi: 10.47074/HSCE.2024-1.12

Li P, Wang H, Böhm C. Scalable Graph Classification via Random Walk Fingerprints. In ICDM. IEEE. 2024. p. 231-240

Nizamani R, Schuster S, Demberg V. SIGA: A Naturalistic NLI Dataset of English Scalar Implicatures with Gradable Adjectives. 2024. Paper presented at Joint 30th International Conference on Computational Linguistics and 14th International Conference on Language Resources and Evaluation, LREC-COLING 2024, Hybrid, Torino, Italy.

Paar E, Schmude T, Cinar C. Spotlight Erklärbare KI: Eine Besprechung ausgewählter Use Cases aus rechtlicher und technologischer Perspektive. Juridikum. Zeitschrift für Kritik, Recht, Gesellschaft. 2024;244-253. doi: 10.33196/juridikum202402024401

Schuster S, Ansar A, Agarwal O, Demberg V. SpreadNaLa: A Naturalistic Code Generation Evaluation Dataset of Spreadsheet Formulas. 2024. Paper presented at Joint 30th International Conference on Computational Linguistics and 14th International Conference on Language Resources and Evaluation, LREC-COLING 2024, Hybrid, Torino, Italy.

Beer A, Heinrigs M, Plant C, Assent I. Temporal Subspace Clustering for Molecular Dynamics Data. arXiv. 2024.

Stephan A, Miklautz L, Leiber C, Araujo PHLD, Repas D, Plant C et al. Text-Guided Alternative Image Clustering. In Zhao C, Mosbach M, Atanasova P, Goldfarb-Tarrent S, Hase P, Hosseini A, Elbayad M, Pezzelle S, Mozes M, editors, Proceedings of the 9th Workshop on Representation Learning for NLP (RepL4NLP-2024). Kerrville: ACL Anthology. 2024. p. 177-190

Baumann A , Matzinger T, Mühlenbernd R, Wacewicz S, Pleyer M, Hartmann S et al. The role of linguistically encoded emotional characteristics for cooperativeness in a one-shot prisoner’s dilemma. In The Evolution of Language: Proceedings of the 15th International Conference (Evolang XV). 2024

Cuchiero C, Primavera F, Papariello-Svaluto-Ferro S. Universal approximation theorems for continuous functions of càdlàg paths and Lévy-type signature models. Finance and Stochastics. 2024. doi: 10.1007/s00780-025-00557-5

Klein T, Weinberger S, Singla A, Tschiatschek S. Active Third-Person Imitation. arXiv.org. 2023 Dec 27.

Leeb H , Steinberger L. Statistical inference with F-statistics when fitting simple models to high-dimensional data. Econometric Theory. 2023 Dec 27;39(6):1249-1272. Epub 2021 Sept 27. doi: 10.1017/S026646662100044X

Lüer F, Weber T, Dolgich M, Böhm C. Adversarial Anomaly Detection using Gaussian Priors and Nonlinear Anomaly Scores. In IEEE International Conference on Data Mining (2023). 2023

Andrews T. Algorithms for the manipulation and transformation of text variant graphs. 2023. Paper presented at Computational Humanities Research 2023, Paris, France.

Fröhlich GEA, Gansterer M, Dörner KF. Safe and secure vehicle routing: a survey on minimization of risk exposure. International Transactions in Operational Research. 2023 Nov;30(6):3087-3121. Epub 2022 Mar 1. doi: 10.1111/itor.13130

Feierl L, Möller T, Luidolt P. SunScreen: Visual Fault Detection for Solar-Thermal Systems. IEEE Computer Graphics & Application . 2023 Nov;43(6):87-100. doi: 10.1109/MCG.2023.3308962