Combining Predictions Under Uncertainty: The Case of Random Decision Trees F Busch, M Kulessa, E Loza Mencía, H Blockeel Discovery Science: 24th International Conference, DS 2021, Halifax, NS …, 2021 | 1 | 2021 |
Where is the Truth? The Risk of Getting Confounded in a Continual World FP Busch, R Kamath, R Mitchell, W Stammer, K Kersting, M Mundt arXiv preprint arXiv:2402.06434, 2024 | | 2024 |
Elucidating Linear Programs by Neural Encodings FP Busch, M Zečević, K Kersting, DS Dhami Authorea Preprints, 2023 | | 2023 |
Causal Concept Identification in Open World Environments M Willig, M Zečević, J Seng, FP Busch AAAI Bridge Program on Continual Causality, 52-58, 2023 | | 2023 |
Treatment Effect Estimation to Guide Model Optimization in Continual Learning J Seng, FP Busch, M Zečević, M Willig AAAI Bridge Program on Continual Causality, 38-44, 2023 | | 2023 |
Continual Causal Abstractions M Zečević, M Willig, FP Busch, J Seng AAAI Bridge Program on Continual Causality, 45-51, 2023 | | 2023 |
Continually Updating Neural Causal Models FP Busch, J Seng, M Willig, M Zečević AAAI Bridge Program on Continual Causality, 30-37, 2023 | | 2023 |
Finding Structure and Causality in Linear Programs M Zečević, FP Busch, DS Dhami, K Kersting arXiv preprint arXiv:2203.15274, 2022 | | 2022 |
Structural Causal Circuits: Probabilistic Circuits Climbing All Rungs of Pearl's Ladder of Causation FP Busch, M Willig, M Zečević, K Kersting, DS Dhami Available at SSRN 4578551, 0 | | |