Probabilistic principles for latent space exploration in deep learning

Solin, Arno (Principal investigator)
Mereu, Riccardo (Project Member)
Robson, Benjamin (Project Member)

Department of Computer Science

26 Conference article in proceedings
6 Article
2 Conference article

2 results

Filter

2025
Approximate Bayesian Inference via Bitstring Representations
Sladek, A., Trapp, M. & Solin, A., 2025, In: Proceedings of Machine Learning Research. 286, p. 3939-3948 10 p.
Research output: Contribution to journal › Conference article › Scientific › peer-review

Open Access
File
12 Downloads (Pure)
Progressive Tempering Sampler with Diffusion
Rissanen, S., Ouyang, R., He, J., Chen, W., Heinonen, M., Solin, A. & Hernández-Lobato, J. M., 2025, In: Proceedings of Machine Learning Research. 267, p. 51724-51746 23 p.
Research output: Contribution to journal › Conference article › Scientific › peer-review

Open Access
File
4 Downloads (Pure)