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Daolang Huang
Název
Citace
Citace
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Learning Robust Statistics for Simulation-based Inference under Model Misspecification
D Huang, A Bharti, A Souza, L Acerbi, S Kaski
Advances in neural information processing systems (NeurIPS), 2023
232023
Sequential Convolution and Runge-Kutta Residual Architecture for Image Compressed Sensing
R Zheng, Y Zhang, D Huang, Q Chen
European Conference on Computer Vision (ECCV), 2020
92020
Bayesian Optimization Augmented with Actively Elicited Expert Knowledge
D Huang, L Filstroff, P Mikkola, R Zheng, S Kaski
arXiv preprint arXiv: 2208.08742, 2022
72022
SSELDnet: A Fully End-to-End Sample-Level Framework for Sound Event Localization and Detection
D Huang, RF Perez
Detection and Classification of Acoustic Scenes and Events (DCASE), 2021
72021
Practical Equivariances via Relational Conditional Neural Processes
D Huang, M Haussmann, U Remes, ST John, G Clarté, KS Luck, S Kaski, ...
Advances in neural information processing systems (NeurIPS), 2023
42023
Augmenting Bayesian Optimization with Preference-based Expert Feedback
D Huang, L Filstroff, P Mikkola, R Zheng, M Todorovic, S Kaski
ICML 2023 Workshop on The Many Facets of Preference-based Learning, 2023
22023
Amortized Bayesian Experimental Design for Decision-Making
D Huang, Y Guo, L Acerbi, S Kaski
Advances in neural information processing systems (NeurIPS), 2024
12024
Amortized Probabilistic Conditioning for Optimization, Simulation and Inference
PE Chang, N Loka, D Huang, U Remes, S Kaski, L Acerbi
International Conference on Artificial Intelligence and Statistics (AISTATS), 2024
12024
Cost-aware Simulation-based Inference
A Bharti, D Huang, S Kaski, FX Briol
International Conference on Artificial Intelligence and Statistics (AISTATS), 2024
12024
Amortized Decision-Aware Bayesian Experimental Design
D Huang, Y Guo, L Acerbi, S Kaski
NeurIPS 2024 Workshop on Bayesian Decision-making and Uncertainty, 2024
2024
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Články 1–10