Ella Tamir

Visitor
Visitor
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
Phone number
+358401456608

Publications

FUNCTION-SPACE PARAMETERIZATION OF NEURAL NETWORKS FOR SEQUENTIAL LEARNING

Aidan Scannell, Riccardo Mereu, Paul Chang, Ella Tamir, Joni Pajarinen, Arno Solin 2024 12th International Conference on Learning Representations (ICLR 2024)

Learning to Approximate Particle Smoothing Trajectories via Diffusion Generative Models

Ella Tamir, Arno Solin 2024 FUSION 2024 - 27th International Conference on Information Fusion

Sparse Function-space Representation of Neural Networks

Aidan Scannell, Riccardo Mereu, Paul Chang, Ella Tamir, Joni Pajarinen, Arno Solin 2023

Transport with Support : Data-Conditional Diffusion Bridges

Ella Tamir, Martin Trapp, Arno Solin 2023 Transactions on Machine Learning Research

Scalable inference in SDEs by direct matching of the Fokker–Planck–Kolmogorov equation

Arno Solin, Ella Tamir, Prakhar Verma 2021 Advances in Neural Information Processing Systems 34 pre-proceedings (NeurIPS 2021)