Ihmiset

Daolang Huang

Doctoral Researcher

T313 Dept. Computer Science

Full researcher profile

https://research.aalto.fi/...

Sähköposti

daolang.huang@aalto.fi

Postiosoite

Otakaari 1 00076 Aalto Finland

Puhelinnumero

+358505681265

Tutkimusryhmät

Professorship Kaski Samuel, Doctoral Researcher

Julkaisut

Cost-aware simulation-based inference

Ayush Bharti, Daolang Huang, Samuel Kaski, François Xavier Briol 2025 Proceedings of the 28th International Conference on Artificial Intelligence and Statistics (AISTATS) 2025

Amortized Probabilistic Conditioning for Optimization, Simulation and Inference

Paul E. Chang, Nasrulloh Loka, Daolang Huang, Ulpu Remes, Samuel Kaski, Luigi Acerbi 2025 Proceedings of the 28th International Conference on Artificial Intelligence and Statistics (AISTATS) 2025

Amortized Bayesian Experimental Design for Decision-Making

Daolang Huang, Yujia Guo, Luigi Acerbi, Samuel Kaski 2025 Advances in Neural Information Processing Systems 37 (NeurIPS 2024)

PABBO: Preferential Amortized Black-Box Optimization

Xinyu Zhang, Daolang Huang, Samuel Kaski, Julien Martinelli 2025 13th International Conference on Learning Representations, ICLR 2025

Learning Robust Statistics for Simulation-based Inference under Model Misspecification

Daolang Huang, Ayush Bharti, Amauri Holanda De Souza Junior, Luigi Acerbi, Samuel Kaski 2024 Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023

Practical Equivariances via Relational Conditional Neural Processes

Daolang Huang, Manuel Haussmann, Ulpu Remes, Ti John, Grégoire Clarté, Kevin Sebastian Luck, Samuel Kaski, Luigi Acerbi 2024 Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023