Sina Sheikholeslami

11 papers B 2C 1Journal 3Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Utilizing Large Language Models for Ablation Studies in Machine Learning and Deep Learning.
EuroMLSys
Sina Sheikholeslami, Hamid Ghasemirahni, Amir Hossein Payberah, Tianze Wang, Jim Dowling, Vladimir Vlassov
2024 B conf
A Semi-Supervised Model for Non-Cellular Elements Segmentation in Microscopy Images of Wood.
IEEE Big Data
Zihao Xu, Peter Nordström, Sina Sheikholeslami, Ahmad Al-Shishtawy, Vladimir Vlassov
2024 B conf
DUGET: Leveraging Machine Learning for Dynamic User Grouping and Evolution Tracking in Public Transit Systems.
IEEE Big Data
Tobias Johannesson, Isak Rubensson, Sina Sheikholeslami, Ahmad Al-Shishtawy, Vladimir Vlassov
2023 J jnl
Cloud-native RStudio on Kubernetes for Hopsworks.
CoRR
Gibson Chikafa, Sina Sheikholeslami, Salman Niazi, Jim Dowling, Vladimir Vlassov
2023 C conf
The Impact of Importance-Aware Dataset Partitioning on Data-Parallel Training of Deep Neural Networks.
DAIS
Sina Sheikholeslami, Amir Hossein Payberah, Tianze Wang, Jim Dowling, Vladimir Vlassov
2022 J jnl
Scalable Artificial Intelligence for Earth Observation Data Using Hopsworks.
Remote. Sens.
Desta Haileselassie Hagos, Theofilos Kakantousis, Sina Sheikholeslami, Tianze Wang, Vladimir Vlassov, Amir Hossein Payberah, Moritz Meister, Robin Andersson, Jim Dowling
2021 — conf
A Parallel Chain Mail Approach for Scalable Spatial Data Interpolation.
IEEE BigData
Albert Asratyan, Sina Sheikholeslami, Vladimir Vlassov
2021 — conf
AutoAblation: Automated Parallel Ablation Studies for Deep Learning.
EuroMLSys@EuroSys
Sina Sheikholeslami, Moritz Meister, Tianze Wang, Amir Hossein Payberah, Vladimir Vlassov, Jim Dowling
2021 J jnl
ExtremeEarth Meets Satellite Data From Space.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
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
2021 — conf
Siamese Neural Networks for Detecting Complementary Products.
EACL (Student Research Workshop)
Marina Angelovska, Sina Sheikholeslami, Bas Dunn, Amir Hossein Payberah
2020 — conf
Maggy: Scalable Asynchronous Parallel Hyperparameter Search.
DistributedML@CoNEXT
Moritz Meister, Sina Sheikholeslami, Amir Hossein Payberah, Vladimir Vlassov, Jim Dowling