| Fast Exact k-Means, k-Medians and Bregman Divergence Clustering in 1d A Grønlund, KG Larsen, A Mathiasen, JS Nielsen, S Schneider, M Song arXiv preprint arXiv:1701.07204, 2017 | 71 | 2017 |
| Backpropagating through Fr\'echet Inception Distance A Mathiasen, F Hvilshøj arXiv preprint arXiv:2009.14075, 2020 | 31 | 2020 |
| Fast Fréchet Inception Distance A Mathiasen, F Hvilshøj https://arxiv.org/abs/2009.14075, 2020 | 19 | 2020 |
| Margin-Based Generalization Lower Bounds for Boosted Classifiers A Grønlund, L Kamma, KG Larsen, A Mathiasen, J Nelson Advances in Neural Information Processing Systems, 11963-11972, 2019 | 19 | 2019 |
| What if Neural Networks had SVDs? A Mathiasen, F Hvilshøj, JR Jørgsen, A Nasery, D Mottin https://arxiv.org/abs/2009.13977, 0 | 10* | |
| Optimal Minimal Margin Maximization with Boosting A Mathiasen, KG Larsen, A Grønlund International Conference on Machine Learning, 4392-4401, 2019 | 7 | 2019 |
| Generating QM1B with PySCF A Mathiasen, H Helal, K Klaser, P Balanca, J Dean, C Luschi, D Beaini, ... Advances in Neural Information Processing Systems 36, 55036-55050, 2023 | 5 | 2023 |
| Fast exact k-Means, k-medians and bregman divergence clustering in 1D (2017) A Grønlund, KG Larsen, A Mathiasen, JS Nielsen, S Schneider, M Song arXiv preprint arXiv:1701.07204, 0 | 5 | |
| Faster Orthogonal Parameterization with Householder Matrices A Mathiasen, F Hvilshøj, JR Jørgensen, A Nasery, D Mottin ICML Workshop on Invertible Neural Networks and Normalizing Flows, 2020 | 4 | 2020 |
| Reducing the cost of quantum chemical data by backpropagating through density functional theory A Mathiasen, H Helal, P Balanca, A Krzywaniak, A Parviz, F Hvilshøj, ... arXiv preprint arXiv:2402.04030, 2024 | 3 | 2024 |
| One Reflection Suffice A Mathiasen, F Hvilshøj https://arxiv.org/abs/2009.14554, 0 | 2* | |
| Repurposing density functional theory to suit deep learning A Mathiasen, H Helal, P Balanca, K Klaeser, J Dean, C Luschi, D Beaini, ... 1st Workshop on the Synergy of Scientific and Machine Learning Modeling …, 2023 | 1 | 2023 |
| Linear Assignment on Tile-Centric Accelerators: Redesigning Hungarian Algorithm on IPUs C Huang, A Mathiasen, J Dean, J Langguth, D Mottin, I Assent 2025 Proceedings of the Symposium on Algorithm Engineering and Experiments …, 2025 | | 2025 |
| HUNIPU: Efficient Hungarian Algorithm on IPUs C Huang, AM Graphcore, JD Graphcore, D Mottin, I Assent 2024 IEEE 40th International Conference on Data Engineering Workshops (ICDEW …, 2024 | | 2024 |
| Algorithmic Improvements to Boosting and Neural Networks A Mathiasen Aarhus Universitet, 2022 | | 2022 |
Allan GrønlundUniversity of AarhusVerified email at cs.au.dk