Nicola Branchini

According to our database, Nicola Branchini authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Scalable Expectation Estimation with Subtractive Mixture Models.

Lena Zellinger, Nicola Branchini, Víctor Elvira, Antonio Vergari

CoRR, March, 2025

Towards Adaptive Self-Normalized Importance Samplers.

Nicola Branchini, Víctor Elvira

Proceedings of the IEEE Statistical Signal Processing Workshop, 2025

2024

Causal Optimal Transport of Abstractions.

Yorgos Felekis, Fabio Massimo Zennaro, Nicola Branchini, Theodoros Damoulas

Proceedings of the Causal Learning and Reasoning, 2024

Variational Resampling.

Oskar Kviman, Nicola Branchini, Víctor Elvira, Jens Lagergren

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

Adaptive importance sampling for heavy-tailed distributions via α-divergence minimization.

Thomas Guilmeau, Nicola Branchini, Emilie Chouzenoux, Victor Elvira

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Causal Entropy Optimization.

Nicola Branchini, Virginia Aglietti, Neil Dhir, Theodoros Damoulas

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2021

Optimized auxiliary particle filters: adapting mixture proposals via convex optimization.

Nicola Branchini, Víctor Elvira

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021