Optimized Auxiliary Particle Filters: adapting mixture proposals via convex optimization N Branchini, V Elvira Thirty-Seventh Conference on Uncertainty in Artificial Intelligence (UAI 2021), 2021 | 22* | 2021 |
Causal entropy optimization N Branchini, V Aglietti, N Dhir, T Damoulas International Conference on Artificial Intelligence and Statistics, 8586-8605, 2023 | 11 | 2023 |
Causal Optimal Transport of Abstractions Y Felekis, FM Zennaro, N Branchini, T Damoulas CLeaR (Conference in Causal Learning and Reasoning) 2024, 2023 | 1 | 2023 |
An adaptive mixture view of particle filters N Branchini, V Elvira Foundations of Data Science, 2024 | | 2024 |
Variational Resampling O Kviman, N Branchini, V Elvira, J Lagergen To appear in: AISTATS 2024, 2024 | | 2024 |
Adaptive importance sampling for heavy-tailed distributions via -divergence minimization T Guilmeau, N Branchini, E Chouzenoux, V Elvira To appear in: AISTATS 2024, 2023 | | 2023 |
Improved Auxiliary Particle Filters (MSc Thesis) N Branchini University of Edinburgh, 2020 | | 2020 |