Christel Baier

Christel Baier

Technische Universität Dresden

H-index: 55

Europe-Germany

About Christel Baier

Christel Baier, With an exceptional h-index of 55 and a recent h-index of 25 (since 2020), a distinguished researcher at Technische Universität Dresden, specializes in the field of Theoretical Computer Science, Model Checking, Modeling and Analysis of Probabilistic Systems, Automata Theory, Temporal Logic.

His recent articles reflect a diverse array of research interests and contributions to the field:

Feature causality

Foundations of probability-raising causality in Markov decision processes

Positivity-hardness results on Markov decision processes

Backward Responsibility in Transition Systems Using General Power Indices

A unifying formal approach to importance values in Boolean functions

Verification Column

More for less: safe policy improvement with stronger performance guarantees

Entropic Risk for Turn-Based Stochastic Games

Christel Baier Information

University

Position

___

Citations(all)

17252

Citations(since 2020)

5364

Cited By

13961

hIndex(all)

55

hIndex(since 2020)

25

i10Index(all)

125

i10Index(since 2020)

64

Email

University Profile Page

Technische Universität Dresden

Google Scholar

View Google Scholar Profile

Christel Baier Skills & Research Interests

Theoretical Computer Science

Model Checking

Modeling and Analysis of Probabilistic Systems

Automata Theory

Temporal Logic

Top articles of Christel Baier

Title

Journal

Author(s)

Publication Date

Feature causality

Journal of Systems and Software

Clemens Dubslaff

Kallistos Weis

Christel Baier

Sven Apel

2024/3/1

Foundations of probability-raising causality in Markov decision processes

Logical Methods in Computer Science

Christel Baier

Jakob Piribauer

Robin Ziemek

2024/1/19

Positivity-hardness results on Markov decision processes

TheoretiCS

Jakob Piribauer

Christel Baier

2024/4/8

Backward Responsibility in Transition Systems Using General Power Indices

Proceedings of the AAAI Conference on Artificial Intelligence

Christel Baier

Roxane van den Bossche

Sascha Klüppelholz

Johannes Lehmann

Jakob Piribauer

2024/3/24

A unifying formal approach to importance values in Boolean functions

arXiv preprint arXiv:2305.08103

Hans Harder

Simon Jantsch

Christel Baier

Clemens Dubslaff

2023/5/14

Verification Column

ACM SIGLOG News

Christel Baier

2023/7/19

More for less: safe policy improvement with stronger performance guarantees

arXiv preprint arXiv:2305.07958

Patrick Wienhöft

Marnix Suilen

Thiago D Simão

Clemens Dubslaff

Christel Baier

...

2023/5/13

Entropic Risk for Turn-Based Stochastic Games

arXiv preprint arXiv:2307.06611

Christel Baier

Krishnendu Chatterjee

Tobias Meggendorfer

Jakob Piribauer

2023/7/13

PMC-VIS: An Interactive Visualization Tool for Probabilistic Model Checking

Max Korn

Julián Méndez

Sascha Klüppelholz

Ricardo Langner

Christel Baier

...

2023/10/31

Interaction detection in configurable systems–A formal approach featuring roles

Journal of Systems and Software

Philipp Chrszon

Christel Baier

Clemens Dubslaff

Sascha Klüppelholz

2023/2/1

Check for updates

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries: 8th International Workshop, BrainLes 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Revised Selected Papers

Segmentation Framework via Optimal

Mass Transportation Pre-processing

Jia-Wei Liao¹

Tsung-Ming Huang

Tiexiang Li

...

2023/7/17

Towards a formal account on negative latency

Clemens Dubslaff

Jonas Schulz

Patrick Wienhöft

Christel Baier

Frank HP Fitzek

...

2023/10/23

Correction to: From Emerson-Lei automata to deterministic, limit-deterministic or good-for-MDP automata

Innovations in Systems and Software Engineering

Tobias John

Simon Jantsch

Christel Baier

Sascha Klüppelholz

2023/6

Markov chains and unambiguous automata

Journal of Computer and System Sciences

Christel Baier

Stefan Kiefer

Joachim Klein

David Müller

James Worrell

2023/9/1

Strategy synthesis in markov decision processes under limited sampling access

Christel Baier

Clemens Dubslaff

Patrick Wienhöft

Stefan J Kiebel

2023/5/16

Counterfactual Causality for Reachability and Safety based on Distance Functions

arXiv preprint arXiv:2308.11385

Julie Parreaux

Jakob Piribauer

Christel Baier

2023/8/22

Causality in configurable software systems

Clemens Dubslaff

Kallistos Weis

Christel Baier

Sven Apel

2022/5/21

Parameter synthesis for parametric probabilistic dynamical systems and prefix-independent specifications

Christel Baier

Florian Funke

Simon Jantsch

Toghrul Karimov

Engel Lefaucheux

...

2022/9/12

The variance-penalized stochastic shortest path problem

arXiv preprint arXiv:2204.12280

Jakob Piribauer

Ocan Sankur

Christel Baier

2022/4/21

Operational Causality–Necessarily Sufficient and Sufficiently Necessary

Christel Baier

Clemens Dubslaff

Florian Funke

Simon Jantsch

Jakob Piribauer

...

2022/9/7

See List of Professors in Christel Baier University(Technische Universität Dresden)

Co-Authors

H-index: 102
Edmund Clarke

Edmund Clarke

Carnegie Mellon University

H-index: 75
Marta Kwiatkowska

Marta Kwiatkowska

University of Oxford

H-index: 56
Holger Hermanns

Holger Hermanns

Universität des Saarlandes

H-index: 42
Farhad Arbab

Farhad Arbab

Universiteit Leiden

H-index: 34
Hermann Härtig

Hermann Härtig

Technische Universität Dresden

H-index: 27
Marjan Sirjani

Marjan Sirjani

Mälardalens högskola

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