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Cited by
All
Since 2019
Citations
8
8
h-index
1
1
i10-index
0
0
0
4
2
2022
2023
2024
3
2
3
Public access
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1 article
1 article
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Co-authors
Hanno Scharr
Forschungszentrum Jülich, IAS-8
Verified email at fz-juelich.de
Jianbin Tang
IBM Research Australia
Verified email at au1.ibm.com
Thomas Frick
Pre-Doctoral Researcher, IBM Research Zurich
Verified email at zurich.ibm.com
Thomas Brunschwiler
IBM Research
Verified email at zurich.ibm.com
Stefan Harrer
Director, AI4Science, Australia's National Science Agency CSIRO
Verified email at csiro.au
Ira Assent
Professor of Computer Science, Aarhus University, Denmark; IAS-8, Forschungszentrum Jülich
Verified email at cs.au.dk
Abigail Morrison
Jülich Research Center
Verified email at fz-juelich.de
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Alessio Quercia
PhD Candidate in Computer Science at RWTH Aachen University and IAS-8,
Forschungszentrum Jülich
Verified email at fz-juelich.de
Data Efficient Learning
Transfer Learning
Multi-Task Learning
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Year
Preictal onset detection through unsupervised clustering for epileptic seizure prediction
A Quercia, T Frick, FE Egli, N Pullen, I Dupanloup, J Tang, U Asif, S Harrer, ...
2021 IEEE International Conference on Digital Health (ICDH), 142-147
, 2021
7
2021
SGD Biased towards Early Important Samples for Efficient Training
A Quercia, A Morrison, H Scharr, I Assent
2023 IEEE International Conference on Data Mining (ICDM), 1289-1294
, 2023
1
2023
Refining computer tomography data with super-resolution networks to increase the accuracy of respiratory flow simulations
X Liu, M Rüttgers, A Quercia, R Egele, E Pfaehler, R Shende, M Aach, ...
Future Generation Computer Systems
, 2024
2024
Sample Importance in SGD Training
A Quercia, H Scharr, I Assent
2022
Sample importance to learn a given task
A Quercia, H Scharr, I Assent
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