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Publications by Sina Sheikholeslami

Peer reviewed

Articles

[1]
D. H. Hagos et al., "Scalable Artificial Intelligence for Earth Observation Data Using Hopsworks," Remote Sensing, vol. 14, no. 8, 2022.
[2]
D. H. Hagos et al., "ExtremeEarth Meets Satellite Data From Space," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 9038-9063, 2021.

Conference papers

[3]
S. Sheikholeslami et al., "The Impact of Importance-Aware Dataset Partitioning on Data-Parallel Training of Deep Neural Networks," in Distributed Applications and Interoperable Systems - 23rd IFIP WG 6.1 International Conference, DAIS 2023, Held as Part of the 18th International Federated Conference on Distributed Computing Techniques, DisCoTec 2023, Proceedings, 2023, pp. 74-89.
[4]
A. Asratyan, S. Sheikholeslami and V. Vlassov, "A Parallel Chain Mail Approach for Scalable Spatial Data Interpolation," in 2021 IEEE International Conference on Big Data (Big Data), 2021, pp. 306-314.
[5]
S. Sheikholeslami et al., "AutoAblation: Automated Parallel Ablation Studies for Deep Learning," in EuroMLSys '21: Proceedings of the 1st Workshop on Machine Learning and Systems, 2021, pp. 55-61.
[6]
M. Angelovska et al., "Siamese Neural Networks for Detecting Complementary Products," in Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics : Student Research Workshop, 2021, pp. 65-70.
[7]
M. Meister et al., "Maggy : Scalable Asynchronous Parallel Hyperparameter Search," in Proceedings of the 1st Workshop on Distributed Machine Learning, 2020, pp. 28-33.

Non-peer reviewed

Other

[8]
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