Raghavendra Selvan
Tenure Track Assistant Professor
Machine Learning
Universitetsparken 1
2100 København Ø
- 2024
- Published
Equity through Access: A Case for Small-scale Deep Learning
Selvan, Raghav, Pepin, Bob, Igel, Christian, Samuel, G. & Dam, Erik Bjørnager, 19 Mar 2024, arxiv.org, 13 p.Research output: Working paper › Preprint › Research
- Published
Activation Compression of Graph Neural Networks Using Block-Wise Quantization with Improved Variance Minimization
Eliassen, Sebastian Hammer & Selvan, Raghav, 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. IEEE, p. 7430-7434 5 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
CHILI: Chemically-Informed Large-scale Inorganic Nanomaterials Dataset for Advancing Graph Machine Learning
Friis-Jensen, Ulrik, Johansen, Frederik Lizak, Anker, Andy Sode, Dam, Erik Bjørnager, Jensen, K. M. Ø. & Selvan, Raghav, 2024, arxiv.org, 16 p.Research output: Working paper › Preprint › Research
- Published
EC-NAS: Energy Consumption Aware Tabular Benchmarks for Neural Architecture Search
Bakhtiarifard, Pedram, Igel, Christian & Selvan, Raghav, 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. IEEE, p. 5660-5664 5 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
High-throughput classification of S. cerevisiae tetrads using deep learning
Szücs, Istvan Balint, Selvan, Raghav & Lisby, Michael, 2024, In: Yeast. 41, p. 423-436 14 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Operating Critical Machine Learning Models in Resource Constrained Regimes
Selvan, Raghav, Schön, Julian Elisha & Dam, Erik Bjørnager, 2024, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Workshops: MTSAIL 2023, LEAF 2023, AI4Treat 2023, MMMI 2023, REMIA 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8–12, 2023, Proceedings. Springer, p. 325-335 Chapter 29. (Lecture Notes in Computer Science, Vol. 14394).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Spinal inhibitory neurons degenerate before motor neurons and excitatory neurons in a mouse model of ALS
Montañana-Rosell, Roser, Selvan, Raghav, Hernández-Varas, P., Kaminski, J. M., Sidhu, Simrandeep Kaur, Ahlmark, D. B., Kiehn, Ole & Allodi, Ilary, 2024, In: Science Advances. 10, 22, 18 p., eadk3229.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Stabilization of V1 interneuron-motor neuron connectivity ameliorates motor phenotype in a mouse model of ALS
Mora, S., Stuckert, A., von Huth Friis, R., Pietersz, K., Noes-Holt, Gith, Montañana-Rosell, Roser, Wang, H., Sørensen, Andreas Toft, Selvan, Raghav, Verhaagen, J. & Allodi, Ilary, 2024, In: Nature Communications. 15, 1, p. 1-16 4867.Research output: Contribution to journal › Journal article › Research › peer-review
ID: 144763853
Most downloads
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482
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Extraction of Airways from Volumetric Data
Research output: Book/Report › Ph.D. thesis › Research
Published -
256
downloads
Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients
Research output: Contribution to journal › Journal article › Research › peer-review
Published -
193
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Segmentation of roots in soil with U-Net
Research output: Contribution to journal › Journal article › Research › peer-review
Published