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Publications by Sina Sheikholeslami

Peer reviewed


D. H. Hagos et al., "Scalable Artificial Intelligence for Earth Observation Data Using Hopsworks," Remote Sensing, vol. 14, no. 8, 2022.
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

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.
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.
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.
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.
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


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