RECENT SCHOLAR PUBLICATIONS
- Uncertainty quantification in fine-tuned LLMs using LoRA ensemblesO Balabanov, H LinanderarXiv preprint arXiv:2402.12264 2024
- Finite-Time Lyapunov Exponents of Deep Neural NetworksBM L. Storm, H. Linander, J. Bec, K. GustavssonPhys. Rev. Lett 132 2024
- Geometric deep learning and equivariant neural networksJE Gerken, J Aronsson, O Carlsson, H Linander, F Ohlsson, C Petersson, ...Artificial Intelligence Review 56 (12), 14605-14662 2023
- Looking at the posterior: accuracy and uncertainty of neural-network predictionsH Linander, O Balabanov, H Yang, B MehligMachine Learning: Science and Technology 4 (4), 045032 2023
- HEAL-SWIN: A Vision Transformer On The SphereO Carlsson, JE Gerken, H Linander, H Spie, F Ohlsson, C Petersson, ...arXiv preprint arXiv:2307.07313 2023
- Finite-time Lyapunov exponents of deep neural networksL Storm, H Linander, J Bec, K Gustavsson, B MehligarXiv preprint arXiv:2306.12548 2023
- Bayesian posterior approximation with stochastic ensemblesO Balabanov, B Mehlig, H LinanderProceedings of the IEEE/CVF Conference on Computer Vision and Pattern 2023
- Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4mlN Ghielmetti, V Loncar, M Pierini, M Roed, S Summers, T Aarrestad, ...Machine Learning: Science and Technology 3 (4), 045011 2022
- Looking at the posterior: on the origin of uncertainty in neural-network classificationH Linander, O Balabanov, H Yang, B MehligarXiv e-prints, arXiv: 2211.14605 2022
- Equivariance versus Augmentation for Spherical ImagesJ Gerken, O Carlsson, H Linander, F Ohlsson, C Petersson, D PerssonInternational Conference on Machine Learning, 7404-7421 2022
- Fast convolutional neural networks on FPGAs with hls4mlT Aarrestad, V Loncar, N Ghielmetti, M Pierini, S Summers, J Ngadiuba, ...Machine Learning: Science and Technology 2 (4), 045015 2021
- The non-linear coupled spin 2-spin 3 Cotton equation in three dimensionsH Linander, BEW NilssonJournal of High Energy Physics 2016 (7), 1-45 2016
- (2, 0) Theory and Higher Spin: Twisting, Turning and Spinning Towards Higher EnergiesH LinanderPQDT-Global 2016
- Off-shell structure of twisted (2, 0) theoryU Gran, H Linander, BEW NilssonJournal of High Energy Physics 2014 (11), 1-13 2014
- The trouble with twisting (2, 0) theoryL Anderson, H LinanderJournal of High Energy Physics 2014 (3), 1-19 2014
- Twisting and Turning in Six DimensionsH LinanderPQDT-Global 2014
- (2, 0) theory on circle fibrationsH Linander, F OhlssonJournal of High Energy Physics 2012 (1), 1-22 2012
- (2, 0) theory on circle fibrationsL Hampus, O FredrikJournal of High Energy Physics 2012 (1) 2012
- Free (2, 0) Theory on a Circle FibrationH Linander 2011
- Supplemental material: Bayesian posterior approximation with stochastic ensemblesO Balabanov, B Mehlig, H Linanderdim (θ) 101, 2
