Kamu erişimi zorunlu olan makaleler - Niki KilbertusDaha fazla bilgi edinin
Bir yerde sunuluyor: 15
Blind Justice: Fairness with Encrypted Sensitive Attributes
N Kilbertus, A Gascón, MJ Kusner, M Veale, KP Gummadi, A Weller
International Conference on Machine Learning, ICML 2018, 2018
Zorunlu olanlar: UK Engineering and Physical Sciences Research Council
Causal machine learning for predicting treatment outcomes
S Feuerriegel, D Frauen, V Melnychuk, J Schweisthal, K Hess, A Curth, ...
Nature Medicine 30 (4), 958-968, 2024
Zorunlu olanlar: Swiss National Science Foundation
The sensitivity of counterfactual fairness to unmeasured confounding
N Kilbertus, PJ Ball, MJ Kusner, A Weller, R Silva
Conference on Uncertainty in Artificial Intelligence, UAI 2019, 2019
Zorunlu olanlar: UK Engineering and Physical Sciences Research Council
Predicting single-cell perturbation responses for unseen drugs
L Hetzel, S Böhm, N Kilbertus, S Günnemann, M Lotfollahi, F Theis
Neural Information Processing Systems (NeurIPS) 2022, 2022
Zorunlu olanlar: Helmholtz Association, Federal Ministry of Education and Research, Germany
A Class of Algorithms for General Instrumental Variable Models
N Kilbertus, MJ Kusner, R Silva
Neural Information Processing Systems (NeurIPS) 2020, 2020
Zorunlu olanlar: UK Engineering and Physical Sciences Research Council
Universal hydrodynamic flow in holographic planar shock collisions
PM Chesler, N Kilbertus, W van der Schee
Journal of High Energy Physics 2015 (11), 1-21, 2015
Zorunlu olanlar: US Department of Energy
On component interactions in two-stage recommender systems
J Hron, K Krauth, MI Jordan, N Kilbertus
Neural Information Processing Systems (NeurIPS) 2021, 2021
Zorunlu olanlar: UK Engineering and Physical Sciences Research Council
Multi-disciplinary fairness considerations in machine learning for clinical trials
I Chien, N Deliu, R Turner, A Weller, S Villar, N Kilbertus
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
Zorunlu olanlar: UK Engineering and Physical Sciences Research Council, UK Medical Research …
Stochastic Causal Programming for Bounding Treatment Effects
K Padh, J Zeitler, D Watson, M Kusner, R Silva, N Kilbertus
Conference on Causal Learning and Reasoning (CLeaR), 2023, 2022
Zorunlu olanlar: US Department of Defense, UK Engineering and Physical Sciences Research …
Predicting ordinary differential equations with transformers
S Becker, M Klein, A Neitz, G Parascandolo, N Kilbertus
International Conference on Machine Learning, ICML, 1978-2002, 2023
Zorunlu olanlar: Helmholtz Association
Sparsity in Continuous-Depth Neural Networks
H Aliee, T Richter, M Solonin, I Ibarra, F Theis, N Kilbertus
Neural Information Processing Systems (NeurIPS) 2022, 2022
Zorunlu olanlar: Helmholtz Association, Federal Ministry of Education and Research, Germany
Stabilized neural differential equations for learning dynamics with explicit constraints
A White, N Kilbertus, M Gelbrecht, N Boers
Advances in Neural Information Processing Systems 36, 12929-12950, 2023
Zorunlu olanlar: Volkswagen Foundation, Federal Ministry of Education and Research, Germany
Supervised Learning and Model Analysis with Compositional Data
S Huang, E Ailer, N Kilbertus, N Pfister
PLOS Comp.Bio., 2023
Zorunlu olanlar: Helmholtz Association
A causal view on compositional data
E Ailer, CL Müller, N Kilbertus
arXiv preprint arXiv:2106.11234 1 (2), 2021
Zorunlu olanlar: Helmholtz Association
Sequential underspecified instrument selection for cause-effect estimation
E Ailer, J Hartford, N Kilbertus
International Conference on Machine Learning, 408-420, 2023
Zorunlu olanlar: Natural Sciences and Engineering Research Council of Canada, Helmholtz …
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