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Ella Tamir
Ella Tamir
PhD student, Aalto University
E-mail confirmado em aalto.fi
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Scalable inference in SDEs by direct matching of the Fokker–Planck–Kolmogorov equation
A Solin, E Tamir, P Verma
Advances in Neural Information Processing Systems 34, 417-429, 2021
212021
Transport with support: Data-conditional diffusion bridges
E Tamir, M Trapp, A Solin
arXiv preprint arXiv:2301.13636, 2023
122023
Function-space parameterization of neural networks for sequential learning
A Scannell, R Mereu, P Chang, E Tamir, J Pajarinen, A Solin
arXiv preprint arXiv:2403.10929, 2024
62024
Sparse function-space representation of neural networks
A Scannell, R Mereu, P Chang, E Tamir, J Pajarinen, A Solin
arXiv preprint arXiv:2309.02195, 2023
42023
Learning to Approximate Particle Smoothing Trajectories via Diffusion Generative Models
E Tamir, A Solin
2024 27th International Conference on Information Fusion (FUSION), 1-8, 2024
2024
Conditional Flow Matching for Time Series Modelling
E Tamir, N Laabid, M Heinonen, V Garg, A Solin
ICML 2024 Workshop on Structured Probabilistic Inference {\&} Generative …, 2024
2024
The Beurling Transform and Calculus of Variations through the Burkholder Functional
E Tamir
Master's thesis, University of Helsinki, 2017
2017
Data-Conditional Diffusion Bridges
E Tamir, M Trapp, A Solin
NeurIPS 2023 Workshop Optimal Transport and Machine Learning, 0
NeuralNetworks as Sparse Gaussian Processes for SequentialLearning
A Scannell, R Mereu, P Chang, E Tamir, J Pajarinen, A Solin
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