Fariba Yousefi
Fariba Yousefi
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Multi-task Learning for Aggregated Data using Gaussian Processes
F Yousefi, MT Smith, MA Álvarez
Advances in Neural Information Processing Systems (NeurIPS), 15050--15060, 2019
Convening during COVID-19: Lessons learnt from organizing virtual workshops in 2020
M Samiei, C Weis, L Schiavo, T Chavdarova, F Yousefi
arXiv preprint arXiv:2012.01191, 2020
Unsupervised Learning with Imbalanced Data via Structure Consolidation Latent Variable Model
F Yousefi, Z Dai, CH Ek, N Lawrence
International Conference on Learning Representations (ICLR) workshop track, 2016
Analysis of methods for finger vein recognition
F Yousefi
Middle East Technical University, 2013
Analysis of Widely-used Descriptors for Finger-vein Recognition
F Yousefi, E Sivri, O Kaya, S Süloglu, S Kalkan
9th International Joint Conference on Computer Vision, Imaging and Computer …, 2014
Gaussian Processes for Data Scarcity Challenges
F Yousefi
University of Sheffield, 2021
Active Learning Using Gaussian Processes for Imbalanced Datasets
F Yousefi, MA Ŕlvarez, N Lawrence, CH Ek
Neural Information Processing Systems (NeurIPS) workshop on Bayesian …, 2018
An unsupervised computational approach to detect PTEN loss in prostate cancer using an in situ hybridization (ISH) assay
F Yousefi, Z Dai, Q Zhong, P Wild, CH Ek, ND Lawrence
German Society of Pathology (DGP), oral presentation, 2016
An Unsupervised Approach for Prostate Cancer Diagnosis from Tissue Microarray Images
F Yousefi, Z Dai, Q Zhong, P Wild, CH Ek, ND Lawrence
Neural Information Processing Systems (NIPS) workshop on Women in Machine …, 2015
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