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Daniel Tschernutter
Daniel Tschernutter
Senior Research Scientist at Infermedica
Verified email at infermedica.com
Title
Cited by
Cited by
Year
Estimating the effects of non-pharmaceutical interventions on the number of new infections with COVID-19 during the first epidemic wave
N Banholzer, E Van Weenen, A Lison, A Cenedese, A Seeliger, ...
PLoS one 16 (6), e0252827, 2021
1362021
Impact of non-pharmaceutical interventions on documented cases of COVID-19
N Banholzer, E van Weenen, B Kratzwald, A Seeliger, D Tschernutter, ...
MedRxiv, 2020
1112020
Interpretable Generalized Additive Neural Networks
M Kraus, D Tschernutter, S Weinzierl, P Zschech
European Journal of Operational Research (EJOR), 2023
522023
Generalizing Off-Policy Learning under Sample Selection Bias
T Hatt, D Tschernutter, S Feuerriegel
38th Conference on Uncertainty in Artificial Intelligence (UAI 2022), 2021
342021
Interpretable Off-Policy Learning via Hyperbox Search
D Tschernutter, T Hatt, S Feuerriegel
39th International Conference on Machine Learning (ICML 2022), 2022
122022
A latent customer flow model for interpretable predictions of check-in counts
D Tschernutter, S Feuerriegel
2021 IEEE International Conference on Big Data (Big Data), 529-539, 2021
42021
Data-driven dynamic police patrolling: An efficient Monte Carlo tree search
D Tschernutter, S Feuerriegel
European Journal of Operational Research 321 (1), 177-191, 2025
22025
Advances in Data-Driven Decision-Making: A Mathematical Optimization Perspective
D Tschernutter
ETH Zurich, 2022
22022
A Globally Convergent Algorithm for Neural Network Parameter Optimization Based on Difference-of-Convex Functions
D Tschernutter, M Kraus, S Feuerriegel
Transactions on Machine Learning Research (TMLR), 2024
12024
A Difference-of-Convex Functions Approach to Energy-Based Iterative Reasoning
D Tschernutter, D Diego Castro, M Kasiński
The 39th Annual Conference on Neural Information Processing Systems (NeurIPS …, 0
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Articles 1–10