Michael Backenköhler

21 papers B 1Journal 8Unranked 11
YearRankTypeTitle / Venue / Authors
2024 J jnl
Guided Docking as a Data Generation Approach Facilitates Structure-Based Machine Learning on Kinases.
J. Chem. Inf. Model.
Michael Backenköhler, Joschka Groß, Verena Wolf, Andrea Volkamer
2023 J jnl
Unsupervised relational inference using masked reconstruction.
Appl. Netw. Sci.
Gerrit Großmann, Julian Zimmerlin, Michael Backenköhler, Verena Wolf
2022 — —
Analysis of Markovian Population Models.
Michael Backenköhler
2022 — conf
Variance Reduction in Stochastic Reaction Networks Using Control Variates.
Principles of Systems Design
Michael Backenköhler, Luca Bortolussi, Verena Wolf
2021 — conf
Abstraction-Guided Truncations for Stationary Distributions of Markov Population Models.
QEST
Michael Backenköhler, Luca Bortolussi, Gerrit Großmann, Verena Wolf
2021 J jnl
Abstraction-Guided Truncations for Stationary Distributions of Markov Population Models.
CoRR
Michael Backenköhler, Luca Bortolussi, Gerrit Großmann, Verena Wolf
2021 — conf
Analysis of Markov Jump Processes under Terminal Constraints.
TACAS (1)
Michael Backenköhler, Luca Bortolussi, Gerrit Großmann, Verena Wolf
2021 — conf
Epidemic overdispersion strengthens the effectiveness of mobility restrictions.
HSCC
Gerrit Großmann, Michael Backenköhler, Verena Wolf
2021 J jnl
GINA: Neural Relational Inference From Independent Snapshots.
CoRR
Gerrit Großmann, Julian Zimmerlin, Michael Backenköhler, Verena Wolf
2021 J jnl
Variance Reduction in Stochastic Reaction Networks using Control Variates.
CoRR
Michael Backenköhler, Luca Bortolussi, Verena Wolf
2020 J jnl
Analysis of Markov Jump Processes under Terminal Constraints.
CoRR
Michael Backenköhler, Luca Bortolussi, Gerrit Großmann, Verena Wolf
2020 — conf
Bounding Mean First Passage Times in Population Continuous-Time Markov Chains.
QEST
Michael Backenköhler, Luca Bortolussi, Verena Wolf
2020 — conf
Importance of Interaction Structure and Stochasticity for Epidemic Spreading: A COVID-19 Case Study.
QEST
Gerrit Großmann, Michael Backenköhler, Verena Wolf
2020 — conf
Learning Vaccine Allocation from Simulations.
COMPLEX NETWORKS (1)
Gerrit Großmann, Michael Backenköhler, Jonas Klesen, Verena Wolf
2019 — conf
Bounding First Passage Times in Chemical Reaction Networks - Poster Abstract.
CMSB
Michael Backenköhler, Luca Bortolussi, Verena Wolf
2019 J jnl
Bounding Mean First Passage Times in Population Continuous-Time Markov Chains.
CoRR
Michael Backenköhler, Luca Bortolussi, Verena Wolf
2019 — conf
Control Variates for Stochastic Simulation of Chemical Reaction Networks.
CMSB
Michael Backenköhler, Luca Bortolussi, Verena Wolf
2018 B conf
Data-Driven Approach Towards a Personalized Curriculum.
EDM
Michael Backenköhler, Felix Scherzinger, Adish Singla, Verena Wolf
2018 J jnl
Moment-Based Parameter Estimation for Stochastic Reaction Networks in Equilibrium.
IEEE ACM Trans. Comput. Biol. Bioinform.
Michael Backenköhler, Luca Bortolussi, Verena Wolf
2017 — conf
Student Performance Prediction and Optimal Course Selection: An MDP Approach.
SEFM Workshops
Michael Backenköhler, Verena Wolf
2016 — conf
Generalized Method of Moments for Stochastic Reaction Networks in Equilibrium.
CMSB
Michael Backenköhler, Luca Bortolussi, Verena Wolf