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Ella Tamir
Ella Tamir
PhD student, Aalto University
Verified email at aalto.fi
Title
Cited by
Cited by
Year
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
182021
Transport with support: Data-conditional diffusion bridges
E Tamir, M Trapp, A Solin
arXiv preprint arXiv:2301.13636, 2023
82023
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
32023
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
12024
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
Learning to Approximate Particle Smoothing Trajectories via Diffusion Generative Models
E Tamir, A Solin
arXiv preprint arXiv:2406.00561, 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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Articles 1–9