Projects per year
Personal profile
Research interests
Causal inference, variable (model) selection, stochastic complexity, information theory, time series, extreme events, neural networks, optimization, climatological applications
Education/Academic qualification
Theoretical computer science, PhD (= CSc. =Candidate of Sciences), Czech Academy of Sciences
1 Sept 1989 → 1 Mar 1993
Award Date: 16 Mar 1993
Mathematics, theoretical computer science, MSc cum laude, Master of Science (=RNDr= rerum naturalium doctor), Charles University Prague
1 Oct 1983 → 28 Jun 1988
Award Date: 28 Jun 1988
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Projects
- 1 Finished
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Advancing Anomaly Detection: Non-Semantic Financial Data Encoding with LLMs
Bakumenko, A., Hlavackova-Schindler, K., Plant, C. & Hubig, N., 1 Jun 2024, arXiv.Publications: Working paper › Preprint
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AWT - Clustering Meteorological Time Series Using an Aggregated Wavelet Tree
Pacher, C., Schicker, I., deWit, R., Hlavácková-Schindler, K. & Plant, C., 13 Dec 2022, arXiv.org, 11 p.Publications: Working paper › Preprint
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Causal Discovery in Hawkes Processes by Minimum Description Length
Jalaldoust, A., Hlavácková-Schindler, K. & Plant, C., 28 Jun 2022, Thirty-Sixth AAAI Conference on Artificial Intelligence; Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence; The Twelveth Symposium on Educational Advances in Artificial Intelligence. Palo Alto, California: AAAI Press, p. 6978-6987 10 p. (Proceedings of the ... National Conference on Artificial Intelligence; No. 6, Vol. 36).Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Open Access
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Granger causality for ill-posed problems
Katerina Schindlerova (Speaker)
23 May 2014Activity: Talks and presentations › Talk or oral contribution › Other
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Granger Lasso Causal Models in Higher Dimensions - Application to Gene Expression Regulatory Networks.
Katerina Hlavackova-Schindler (Contributor) & Hamed Bouzari (Contributor)
2013Activity: Talks and presentations › Poster presentation › Other