Research output per year
Research output per year
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Dive into the research topics where Zahra Atashgahi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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A brain-inspired algorithm for training highly sparse neural networks
Atashgahi, Z., Pieterse, J., Liu, S., Mocanu, D. C., Veldhuis, R. N. J. & Pechenizkiy, M., Dec 2022, In: Machine Learning. 111, 12, p. 4411-4452 42 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile8 Downloads (Pure) -
Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic Sparsity
Liu, S., Chen, T., Atashgahi, Z., Chen, X., Sokar, G., Mocanu, E., Pechenizkiy, M., Wang, Z. & Mocanu, D. C., 7 Feb 2022, The Tenth International Conference on Learning Representations, ICLR 2022. OpenReview, 24 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile527 Downloads (Pure) -
Memory-free Online Change-point Detection: A Novel Neural Network Approach
Atashgahi, Z., Mocanu, D. C., Veldhuis, R. N. J. & Pechenizkiy, M., 8 Jul 2022, (Submitted) ArXiv.org.Research output: Working paper
File15 Downloads (Pure) -
Quick and robust feature selection: the strength of energy-efficient sparse training for autoencoders
Atashgahi, Z., Sokar, G., van der Lee, T., Mocanu, E., Mocanu, D. C., Veldhuis, R. & Pechenizkiy, M., Jan 2022, In: Machine Learning. 111, p. 377–414 38 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile3 Citations (Scopus)24 Downloads (Pure) -
Where to Pay Attention in Sparse Training for Feature Selection?
Sokar, G. A. Z. N., Atashgahi, Z., Pechenizkiy, M. & Mocanu, D. C., 26 Nov 2022, ArXiv.org.Research output: Working paper
File7 Downloads (Pure)
Activities
- 1 Organising a conference, workshop, ...
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European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML-PKDD 2022
Shiwei Liu (Organiser), Ghada A.Z.N. Sokar (Organiser), Zahra Atashgahi (Organiser), Decebal Constantin Mocanu (Organiser) & Elena Mocanu (Organiser)
23 Sep 2022Activity: Participating in or organising an event › Organising a conference, workshop, ...