Publications

Kim, Kim, Sohn, Beck, Rei, Kim, Simpson, Posma, Lain, Sung, Kang (2023) Advancing phenotype named entity recognition and normalization for dysmorphology physical examination reports, Proceedings of the BioCreative VIII Challenge and Workshop: Curation and Evaluation in the era of Generative Models. https://zenodo.org/doi/10.5281/zenodo.10104803 

Zhou and Mareček (2023) Learning of Linear Dynamical Systems as a Noncommutative Polynomial Optimization Problem, IEEE Transactions on Automatic Control. https://ieeexplore.ieee.org/document/10244076

Tsenos, Peri and Kalogeraki (2023) Energy Efficient Scheduling for Serverless Systems. IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS).  https://ieeexplore.ieee.org/document/10336044

Peri, Tsenos and Kalogeraki (2023) Orchestrating the Execution of Serverless Functions in Hybrid Clouds, 2023 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS). https://ieeexplore.ieee.org/document/10336026

Tomaras, Tsenos and Kalogeraki (2023) Prediction-driven resource provisioning for serverless container runtimes, IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS). https://ieeexplore.ieee.org/document/10336036

Wang, Vijayaraghava, Beck and Posma. (2024) Vocabulary Matters: An Annotation Pipeline and Four Deep Learning Algorithms for Enzyme Named Entity Recognition. Journal of Proteome Research. https://pubs.acs.org/doi/10.1021/acs.jproteome.3c00367

Kozdoba, Perets, Mannor. (2023) Unnormalized Density Estimation with Root Sobolev Norm Regularization. 15th Annual Workshop on Optimization for Machine Learning. https://openreview.net/forum?id=PDxpsZmyrr

Kozdoba, Perets, Mannor. (2023) Learning Hidden Markov Models When the Locations of Missing Observations are Unknown, Arkiv. https://arxiv.org/abs/2203.06527

Gu, Vahidian, Kungurtsev, Wang, Jiang, You, Chen. (2024) Efficient Dataset Distillation via Minimax Diffusion, Arkiv. https://arxiv.org/abs/2311.15529

Tomaras, Tsenos, Kalogeraki and Gunopulos. (2024) TIMBER: On supporting data pipelines in Mobile Cloud Environments, 25th IEEE International Conference on Mobile Data Management (MDM). https://doi.org/10.1109/MDM61037.2024.00032

Kozdoba, Perets, Mannor (2023) Unnormalized Density Estimation with Root Sobolev Norm Regularization, NeurIPS 2023 Second Table Representation Learning Workshop. https://openreview.net/forum?id=ejfKPO9aw0

Kozdoba, Perets, Mannor. (2024) Sobolev Space Regularised Pre Density Models. Proceedings of the 41st International Conference on Machine Learning in Proceedings of Machine Learning Research. https://proceedings.mlr.press/v235/kozdoba24a.html