Sina Sheikholeslami

According to our database, Sina Sheikholeslami authored at least 10 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Semi-Supervised Model for Non-Cellular Elements Segmentation in Microscopy Images of Wood.

Zihao Xu, Peter Nordström, Sina Sheikholeslami, Ahmad Al-Shishtawy, Vladimir Vlassov

Proceedings of the IEEE International Conference on Big Data, 2024

DUGET: Leveraging Machine Learning for Dynamic User Grouping and Evolution Tracking in Public Transit Systems.

Tobias Johannesson, Isak Rubensson, Sina Sheikholeslami, Ahmad Al-Shishtawy, Vladimir Vlassov

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Cloud-native RStudio on Kubernetes for Hopsworks.

Gibson Chikafa, Sina Sheikholeslami, Salman Niazi, Jim Dowling, Vladimir Vlassov

CoRR, 2023

The Impact of Importance-Aware Dataset Partitioning on Data-Parallel Training of Deep Neural Networks.

Sina Sheikholeslami, Amir Hossein Payberah, Tianze Wang, Jim Dowling, Vladimir Vlassov

Proceedings of the Distributed Applications and Interoperable Systems, 2023

2022

Scalable Artificial Intelligence for Earth Observation Data Using Hopsworks.

Desta Haileselassie Hagos, Theofilos Kakantousis, Sina Sheikholeslami, Tianze Wang, Vladimir Vlassov, Amir Hossein Payberah, Moritz Meister, Robin Andersson, Jim Dowling

Remote. Sens., 2022

2021

ExtremeEarth Meets Satellite Data From Space.

Desta Haileselassie Hagos, Theofilos Kakantousis, Vladimir Vlassov, Sina Sheikholeslami, Tianze Wang, Jim Dowling, Claudia Paris, Daniele Marinelli, Giulio Weikmann, Lorenzo Bruzzone, Salman Khaleghian, Thomas Krämer, Torbjørn Eltoft, Andrea Marinoni, Despina-Athanasia Pantazi, George Stamoulis, Dimitris Bilidas, George Papadakis, Georgios M. Mandilaras, Manolis Koubarakis, Antonis Troumpoukis, Stasinos Konstantopoulos, Markus Muerth, Florian Appel, Andrew Fleming, Andreas Cziferszky

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

AutoAblation: Automated Parallel Ablation Studies for Deep Learning.

Sina Sheikholeslami, Moritz Meister, Tianze Wang, Amir Hossein Payberah, Vladimir Vlassov, Jim Dowling

Proceedings of the EuroMLSys@EuroSys 2021, 2021

Siamese Neural Networks for Detecting Complementary Products.

Marina Angelovska, Sina Sheikholeslami, Bas Dunn, Amir Hossein Payberah

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop, 2021

A Parallel Chain Mail Approach for Scalable Spatial Data Interpolation.

Albert Asratyan, Sina Sheikholeslami, Vladimir Vlassov

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Maggy: Scalable Asynchronous Parallel Hyperparameter Search.

Moritz Meister, Sina Sheikholeslami, Amir Hossein Payberah, Vladimir Vlassov, Jim Dowling

Proceedings of the DistributedML@CoNEXT 2020: Proceedings of the 1st Workshop on Distributed Machine Learning, 2020