| 2026 | WCNC | Challenger-Based Combinatorial Bandits for Subcarrier Selection in Ofdm Systems. | Mohsen Amiri, Venktesh V, Sindri Magnsson |
| 2025 | GLOBECOM | Adaptive Budgeted Multi-Armed Bandits for IoT with Dynamic Resource Constraints. | Shubham Vaishnav, Praveen Kumar Donta, Sindri Magnsson |
| 2023 | ICML | Delay-agnostic Asynchronous Coordinate Update Algorithm. | Xuyang Wu, Changxin Liu, Sindri Magnsson, Mikael Johansson |
| 2023 | IDA | AID4HAI: Automatic Idea Detection for Healthcare-Associated Infections from Twitter, a Framework Based on Active Learning and Transfer Learning. | Zahra Kharazian, Mahmoud Rahat, Fbio F. Gama, Peyman Sheikholharam Mashhadi, Slawomir Nowaczyk, Tony Lindgren, Sindri Magnsson |
| 2022 | AIME | EpidRLearn: Learning Intervention Strategies for Epidemics with Reinforcement Learning. | Maria Bampa, Tobias Fasth, Sindri Magnsson, Panagiotis Papapetrou |
| 2022 | DIS | Policy Evaluation with Delayed, Aggregated Anonymous Feedback. | Guilherme Dinis Junior, Sindri Magnsson, Jaakko Hollmn |
| 2022 | HSI | Interactive Painting Volumetric Cloud Scenes with Simple Sketches Based on Deep Learning. | Lida Huang, Mirjam Palosaari Eladhari, Sindri Magnsson, Thomas Westin, Nanxu Su |
| 2022 | ICASSP | Eco-Fedsplit: Federated Learning with Error-Compensated Compression. | Sarit Khirirat, Sindri Magnsson, Mikael Johansson |
| 2022 | ICML | Delay-Adaptive Step-sizes for Asynchronous Learning. | Xuyang Wu, Sindri Magnsson, Hamid Reza Feyzmahdavian, Mikael Johansson |
| 2021 | AAAI | A Flexible Framework for Communication-Efficient Machine Learning. | Sarit Khirirat, Sindri Magnsson, Arda Aytekin, Mikael Johansson |
| 2021 | ICASSP | Improved Step-Size Schedules for Noisy Gradient Methods. | Sarit Khirirat, Xiaoyu Wang, Sindri Magnsson, Mikael Johansson |
| 2019 | ACSSC | On Maintaining Linear Convergence of Distributed Learning and Optimization under Limited Communication. | Sindri Magnsson, Hossein Shokri Ghadikolaei, Na Li |
| 2019 | ICASSP | Convergence Bounds for Compressed Gradient Methods with Memory Based Error Compensation. | Sarit Khirirat, Sindri Magnsson, Mikael Johansson |
| 2016 | CISS | Distributed resource allocation using one-way communication with applications to power networks. | Sindri Magnsson, Chinwendu Enyioha, Kathryn Heal, Na Li, Carlo Fischione, Vahid Tarokh |
| 2016 | ITA | Robustness analysis for an online decentralized descent power allocation algorithm. | Chinwendu Enyioha, Sindri Magnsson, Kathryn Heal, Na Li, Carlo Fischione, Vahid Tarokh |
| 2014 | ACSSC | On the convergence of an alternating direction penalty method for nonconvex problems. | Sindri Magnsson, P. C. Weeraddana, Michael G. Rabbat, Carlo Fischione |