Elahi, Sepehr;Akbari, Sina;Etesami, Jalal;Kiyavash, Negar;Thiran, Patrick
Fast Proxy Experiment Design for Causal Effect Identification
Advances in Neural Information Processing Systems
Curran Associates, Inc.
2024

Jamshidi, Fateme;Etesami, Jalal;Kiyavash, Negar
Confounded Budgeted Causal Bandits
Proceedings of the Third Conference on Causal Learning and Reasoning
PMLR
2024

Tramontano, Daniele;Kivva, Yaroslav;Salehkaleybar, Saber;Drton, Mathias;Kiyavash, Negar
Causal Effect Identification in LiNGAM Models with Latent Confounders
Proceedings of Machine Learning Research
2024

Strieder, David;Drton, Mathias
Identifying Total Causal Effects in Linear Models under Partial Homoscedasticity
Proceedings of Machine Learning Research
ML Research Press
2024

Strieder, David;Drton, Mathias
Dual Likelihood for Causal Inference under Structure Uncertainty
Proceedings of Machine Learning Research
2024

Liang, Yurou;Zadorozhnyi, Oleksandr;Drton, Mathias
Kernel-Based Differentiable Learning of Non-Parametric Directed Acyclic Graphical Models
Proceedings of Machine Learning Research
ML Research Press
2024

Göbler, Konstantin;Windisch, Tobias;Drton, Mathias;Pychynski, Tim;Roth, Martin;Sonntag, Steffen
causalAssembly: Generating Realistic Production Data for Benchmarking Causal Discovery
Proceedings of Machine Learning Research
2024

Chen, Hanzhi;Xu, Binbin;Leutenegger, Stefan
FuncGrasp: Learning Object-Centric Neural Grasp Functions from Single Annotated Example Object
2024 IEEE International Conference on Robotics and Automation (ICRA)
2024

Saral, B.;Chen, H.;Leutenegger, S.;Dörfler, K.
Mobile Robotic Brickwork Disassembly for Material Reuse
Arch24 Proceedings, 2024
2024

Herrmann, Leon;Kollmannsberger, Stefan
Deep learning in computational mechanics: a review
Computational Mechanics
2024
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