Lalli Myllyaho

17 papers B 2Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2024 — conf
Learning the Structure of Commands by Retraining a Language Model.
ICMLT
Zafar Hussain, Lalli Myllyaho, Jukka K. Nurminen
2024 B conf
On Modularity of Neural Networks: Systematic Review and Open Challenges.
ICSR
Riku Alho, Mikko Raatikainen, Lalli Myllyaho, Jukka K. Nurminen
2024 J jnl
Removing Neurons From Deep Neural Networks Trained With Tabular Data.
IEEE Open J. Comput. Soc.
Antti Klemetti, Mikko Raatikainen, Juhani Kivimäki, Lalli Myllyaho, Jukka K. Nurminen
2023 B conf
Anomaly Localization in Audio via Feature Pyramid Matching.
COMPSAC
Jorma Valjakka, Juha Mylläri, Lalli Myllyaho, Juhani Kivimäki, Jukka K. Nurminen
2023 J jnl
Improved Management of Issue Dependencies in Issue Trackers of Large Collaborative Projects.
IEEE Trans. Software Eng.
Mikko Raatikainen, Quim Motger, Clara Marie Lüders, Xavier Franch, Lalli Myllyaho, Elina Kettunen, Jordi Marco, Juha Tiihonen, Mikko Halonen, Tomi Männistö
2023 — —
On Quality Assurance of Intelligent Systems ; Älykkäiden järjestelmien laadunvarmistus.
Lalli Myllyaho
2023 J jnl
Systematic Literature Review on Cost-Efficient Deep Learning.
IEEE Access
Antti Klemetti, Mikko Raatikainen, Lalli Myllyaho, Tommi Mikkonen, Jukka K. Nurminen
2023 — conf
Systematic Mapping Study on Use of Pre-Trained Open Machine Learning Models.
TKTP
Riku Alho, Mikko Raatikainen, Jukka K. Nurminen, Lalli Myllyaho, Lucy Ellen Lwakatare
2022 J jnl
Node co-activations as a means of error detection - Towards fault-tolerant neural networks.
Array
Lalli Myllyaho, Jukka K. Nurminen, Tommi Mikkonen
2022 J jnl
On misbehaviour and fault tolerance in machine learning systems.
J. Syst. Softw.
Lalli Myllyaho, Mikko Raatikainen, Tomi Männistö, Jukka K. Nurminen, Tommi Mikkonen
2021 J jnl
Improved dependency management for issue trackers in large collaborative projects.
CoRR
Mikko Raatikainen, Quim Motger, Clara Marie Lüders, Xavier Franch, Lalli Myllyaho, Elina Kettunen, Jordi Marco, Juha Tiihonen, Mikko Halonen, Tomi Männistö
2021 — conf
MLOps Challenges in Multi-Organization Setup: Experiences from Two Real-World Cases.
WAIN@ICSE
Tuomas Granlund, Aleksi Kopponen, Vlad Stirbu, Lalli Myllyaho, Tommi Mikkonen
2021 J jnl
MLOps Challenges in Multi-Organization Setup: Experiences from Two Real-World Cases.
CoRR
Tuomas Granlund, Aleksi Kopponen, Vlad Stirbu, Lalli Myllyaho, Tommi Mikkonen
2021 J jnl
On Misbehaviour and Fault Tolerance in Machine Learning Systems.
CoRR
Lalli Myllyaho, Mikko Raatikainen, Tomi Männistö, Jukka K. Nurminen, Tommi Mikkonen
2021 J jnl
Systematic Literature Review of Validation Methods for AI Systems.
CoRR
Lalli Myllyaho, Mikko Raatikainen, Tomi Männistö, Tommi Mikkonen, Jukka K. Nurminen
2021 J jnl
Systematic literature review of validation methods for AI systems.
J. Syst. Softw.
Lalli Myllyaho, Mikko Raatikainen, Tomi Männistö, Tommi Mikkonen, Jukka K. Nurminen
2019 — conf
Coping with Inconsistent Models of Requirements.
ConfWS
Juha Tiihonen, Mikko Raatikainen, Lalli Myllyaho, Clara Marie Lüders, Tomi Männistö