Publications

Heinisch B. Collaboration with citizens and its revolutionary potential in the digital humanities. 2023. Digital Humanities 2023, Graz, Austria. doi: 10.5281/zenodo.8210808

Steinberger L , Leeb H. Conditional predictive inference for stable algorithms. Annals of Statistics. 2023;51(1):290 - 311.

Andersen TG, Archakov I, Cebiroglu G, Hautsch N. Corrigendum to “Local mispricing and microstructural noise: A parametric perspective” [J. Econometrics 230 (2022) 510–534]. Journal of Econometrics. 2023;232(2):598-603.

Luz de Araujo PH , Roth B. Cross-functional Analysis of Generalization in Behavioral Learning. Transactions of the Association for Computational Linguistics. 2023;11:1066-1081. doi: 10.1162/tacl_a_00590

Kim N, Schuster S. Entity Tracking in Language Models. 2023. Paper presented at 61st Annual Meeting of the Association for Computational Linguistics, ACL 2023, Toronto, Canada. doi: 10.18653/v1/2023.acl-long.213

Cuchiero C, Reisinger C, Rigger S. Implicit and fully discrete approximation of the supercooled Stefan problem in the presence of blow-ups. SIAM Journal on Numerical Analysis. 2023.

Ye W, Mautz D, Böhm C, Singh AK, Plant C. Incorporating User's Preference into Attributed Graph Clustering : Extended abstract. In 39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023. IEEE. 2023. p. 3833-3834 doi: 10.1109/ICDE55515.2023.00343

Steinberger L, Rohde A, Butucea C. Interactive versus non-interactive locally differentially private estimation: Two elbows for the quadratic functional. Annals of Statistics. 2023;51(2):464 - 486.

Li P, Pan L, Li K, Plant C , Böhm C. Interpretable Subgraph Feature Extraction for Hyperlink Prediction. In IEEE International Conference on Data Mining, ICDM 2023, Shanghai, China, December 1-4, 2023. IEEE. 2023. p. 279-288

Cuchiero C, Gazzani G, Möller JO, Svaluto-Ferro S. Joint calibration to SPX and VIX options with signature-based models. 2023. doi: 10.48550/arXiv.2301.13235

Hegele S, Heinisch B, Popp A, Marheinecke K, Rios A, Gromann D et al. Language Report German. In Cognitive Technologies. Springer Science and Business Media Deutschland GmbH. 2023. p. 147-150. (Cognitive Technologies, Vol. Part F280). doi: 10.1007/978-3-031-28819-7_18

Berner J, Grohs P, Voigtlaender F. Learning ReLU networks to high uniform accuracy is intractable. 2023. Paper presented at The Eleventh International Conference on Learning Representations: ICLR 2023.

Koutra D, (ed.), Plant C, (ed.), Gomez-Rodriguez M, (ed.), Baralis E, (ed.), Bonchi F, (ed.). Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part I. Lecture Notes in Computer Science. 2023;14169. doi: 10.1007/978-3-031-43412-9

Koutra D, (ed.), Plant C, (ed.), Rodriguez MG, (ed.), Baralis E, (ed.), Bonchi F, (ed.). Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part II. Lecture Notes in Computer Science. 2023;14170. doi: 10.1007/978-3-031-43415-0

Koutra D, (ed.), Plant C, (ed.), Rodriguez MG, (ed.), Baralis E, (ed.), Bonchi F, (ed.). Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part III. Lecture Notes in Computer Science. 2023;14171. doi: 10.1007/978-3-031-43418-1

Koutra D, (ed.), Plant C, (ed.), Rodriguez MG, (ed.), Baralis E, (ed.), Bonchi F, (ed.). Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part IV. Lecture Notes in Computer Science. 2023;14172. doi: 10.1007/978-3-031-43421-1

Koutra D, (ed.), Plant C, (ed.), Rodriguez MG, (ed.), Baralis E, (ed.), Bonchi F, (ed.). Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part V. Lecture Notes in Computer Science. 2023;14173. doi: 10.1007/978-3-031-43424-2

Hautsch N, Okhrin O, Ristig A. Maximum-Likelihood Estimation Using the Zig-Zag Algorithm. Journal of Financial Econometrics. 2023;21(4):1346-1375. nbac006. Epub 2022 Apr 1. doi: 10.1093/jjfinec/nbac006

Allan AL, Cuchiero C, Liu C, Prömel DJ. Model-free Portfolio Theory: A Rough Path Approach. Mathematical Finance: an international journal of mathematics, statistics and financial economics. 2023;33(3):709-765. Epub 2023 Jan 24. doi: 10.48550/arXiv.2109.01843, 10.1111/mafi.12376

Cuchiero C, Reisinger C, Rigger S. Optimal bailout strategies resulting from the drift controlled supercooled Stefan problem. annals of operations research. 2023. doi: 10.48550/arXiv.2111.01783