Thomas Asikis

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 11

Top Topics

Dynamical Systems

Ordinary Differential Equations

Inventory Management

Top Venues

Mach. Learn. Sci. Technol.

Future Gener. Comput. Syst.

ACM Trans. Auton. Adapt. Syst.

Publications

Lucas Böttcher, Thomas Asikis, Ioannis Fragkos
Control of Dual-Sourcing Inventory Systems Using Recurrent Neural Networks. INFORMS J. Comput. 35 (6) (2023)
Lucas Böttcher, Thomas Asikis
Near-optimal control of dynamical systems with neural ordinary differential equations. CoRR (2022)
Lucas Böttcher, Thomas Asikis, Ioannis Fragkos
Solving Inventory Management Problems with Inventory-dynamics-informed Neural Networks. CoRR (2022)
Lucas Böttcher, Thomas Asikis
Near-optimal control of dynamical systems with neural ordinary differential equations. Mach. Learn. Sci. Technol. 3 (4) (2022)
Lucas Böttcher, Nino Antulov-Fantulin, Thomas Asikis
Implicit energy regularization of neural ordinary-differential-equation control. CoRR (2021)
Thomas Asikis
Multi-Objective Optimization for Value-Sensitive and Sustainable Basket Recommendations. CoRR (2021)
Thomas Asikis, Lucas Böttcher, Nino Antulov-Fantulin
NNC: Neural-Network Control of Dynamical Systems on Graphs. CoRR (2020)
Thomas Asikis, Johannes Klinglmayr, Dirk Helbing, Evangelos Pournaras
How Value-Sensitive Design Can Empower Sustainable Consumption. CoRR (2020)
Thomas Asikis, Evangelos Pournaras
Optimization of privacy-utility trade-offs under informational self-determination. Future Gener. Comput. Syst. 109 (2020)
Evangelos Pournaras, Peter Pilgerstorfer, Thomas Asikis
Decentralized Collective Learning for Self-managed Sharing Economies. ACM Trans. Auton. Adapt. Syst. 13 (2) (2018)
Thomas Asikis, Evangelos Pournaras
Optimization of Privacy-Utility Trade-offs under Informational Self-determination. CoRR (2017)
Thomas Asikis, George Lekakos
Operations Research and Recommender Systems. HCI (13) (2014)