Publications

Steinar Laenen, He Sun (2024). Dynamic Spectral Clustering with Provable Approximation Guarantee. at ICML 2024.

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Steinar Laenen, Bogdan Manghiuc, He Sun (2023). Hierarchical Clustering: A Nearly-Optimal Construction for Well-Clustered Graphs. at ICML 2023.

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Steinar Laenen (2023). One-Shot Neural Network Pruning via Spectral Graph Sparsification. at TAGL ML workshop at ICML 2023.

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Steinar Laenen, Luca Bertinetto (2021). On Episodes, Prototypical Networks, and Few-Shot Learning. At NeurIPS 2021 (also Meta-Learning Workshop NeurIPS 2020).

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Steinar Laenen, He Sun (2020). Higher-Order Spectral Clustering of Directed Graphs. At NeurIPS 2020.

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Grimur Bjornsson, Gunnar Grimsson, Ari Sigurdsson, Steinar Laenen (2019). Thermal mapping of Icelandic geothermal surface manifestations with a drone. At 44th Workshop on Geothermal Reservoir Engineering.

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Daniel Veutgen, Marco Massetti, Joy Rossi, Leonardo Veroli, Athena Asgeirsdottir, Gudrun Baldursdottir, Sigrun Gissurardottir, Gisli Gudmundsson, Tinna Sigurdardottir, Steinar Laenen, and others (2018). Interpreting Social Commitment in a Simulated Theater. At 18th International Conference on Intelligent Virtual Agents.

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