Machine Learning and Knowledge Discovery in Databases. Research Track: European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9–13, 2024, Proceedings, Part III

Dadras, Ali; Banerjee, Sourasekhar; Prakhya, Karthik; et al.

Personalized multi-tier federated learning

ICONIP 2024, 31st International Conference on Neural Information Processing, Auckland, New Zealand, December 2-6, 2024

Banerjee, Sourasekhar; Dadras, Ali; Yurtsever, Alp; et al.

New insights into the mechanisms of plant isotope fractionation from combined analysis of intramolecular ¹³C and deuterium abundances in Pinus nigra tree-ring glucose

New Phytologist

Wieloch, Thomas; Holloway-Phillips, Meisha; Yu, Jun; et al.

Nonlinear matrix recovery using optimization on the Grassmann manifold

Applied and Computational Harmonic Analysis, Elsevier 2023, Vol. 62 : 498-542

Goyens, Florentin; Cartis, Coralia; Eftekhari, Armin

Rigidity preserving image transformations and equivariance in perspective

Image analysis: 23rd Scandinavian conference, SCIA 2023, Sirkka, Finland, April 18–21, 2023, proceedings, part II, Cham: Springer Nature 2023 : 59-76

Brynte, Lucas; Bökman, Georg; Flinth, Axel; et al.

Simultaneous inference for functional data in sports biomechanics: Comparing statistical parametric mapping with interval-wise testing

AStA Advances in Statistical Analysis, Springer 2023, Vol. 107 : 369-392

Pataky, Todd Colin; Abramowicz, Konrad; Liebl, Dominik; et al.

Transcriptional signatures measured in whole blood correlate with protection against tuberculosis in inbred and outbred mice

PLOS ONE, Public Library of Science (PLoS) 2023, Vol. 18, (8)

Kurtz, Sherry L.; Rydén, Patrik; Elkins, Karen L.

Domain selection and family-wise error rate for functional data: a unified framework

Biometrics, John Wiley & Sons 2023, Vol. 79, (2) : 1119-1132

Abramowicz, Konrad; Pini, Alessia; Schelin, Lina; et al.

Statistical learning for train delays and influence of winter climate and atmospheric icing

Journal of Rail Transport Planning & Management, Elsevier 2023, Vol. 26

Wang, Jianfeng; Mantas-Nakhai, Roberto; Yu, Jun

The forward–backward envelope for sampling with the overdamped Langevin algorithm

Statistics and computing, Springer Nature 2023, Vol. 33, (4)

Eftekhari, Armin; Vargas, Luis; Zygalakis, Konstantinos C.

One treatment with onabotulinumtoxinA relieves symptoms of overactive bladder in patients refractory to one or more oral medications

Neurourology and Urodynamics, John Wiley & Sons 2023, Vol. 42, (6) : 1203-1213

Carlsson Farrelly, Elisabeth; Hamid, Rizwan; Lorenzo-Gomez, Maria-Fernanda; et al.

One-shot messaging at any load through random sub-channeling in OFDM

IEEE Transactions on Information Theory, IEEE 2023, Vol. 69, (10) : 6719-6738

Wunder, Gerhard; Flinth, Axel; Gross, Benedikt

Regularised semi-parametric composite likelihood intensity modelling of a Swedish spatial ambulance call point pattern

Journal of Agricultural Biological and Environmental Statistics, Springer 2023, Vol. 28, (4) : 664-683

Bayisa, Fekadu; Ådahl, Markus; Rydén, Patrik; et al.

Hierarchical spatio-temporal change-point detection

American Statistician, Taylor & Francis 2023, Vol. 77, (4) : 390-400

Moradi, Mehdi; Cronie, Ottmar; Pérez-Goya, Unai; et al.

Telomere-to-telomere and haplotype-resolved genome assembly of the Chinese cork oak (Quercus variabilis)

Frontiers in Plant Science, Frontiers Media S.A. 2023, Vol. 14

Wang, Longxin; Li, Lei-Lei; Chen, Li; et al.

Compressed sensing for low-count PET denoising in measurement space

NORDSTAT 2023 Gothenburg

Leffler, Klara; Häggström, Ida; Yu, Jun

Deep learning-based filling of incomplete sinograms from low-cost, long axial field-of-view PET scanners with inter-detector gaps

The international networking symposiumon artificial intelligence and informatics in nuclear medicine: Program book, University Medical Center Groningen 2023 : 59-59

Leffler, Klara; Tommaso Luppino, Luigi; Kuttner, Samuel; et al.

A Variational Perspective on High-Resolution ODEs

Advances in Neural Information Processing Systems 36 (NeurIPS 2023)

Maskan, Hoomaan; Zygalakis, Konstantinos C.; Yurtsever, Alp

Demixing sines and spikes using multiple measurement vectors

Signal Processing, Elsevier 2023, Vol. 203

Maskan, Hoomaan; Daei, Sajad; Kahaei, Mohammad Hossein

Nonparametric bagging clustering methods to identify latent structures from a sequence of dependent categorical data

Computational Statistics & Data Analysis, Elsevier 2023, Vol. 177

Abramowicz, Konrad; Sjöstedt de Luna, Sara; Strandberg, Johan

Geometry on optimal problem

Shcherbak, Denys; Pya Arnqvist, Natalya

In search of projectively equivariant networks

Transactions on Machine Learning Research

Bökman, Georg; Flinth, Axel; Kahl, Fredrik

Mimicking DH key exchange over a full duplex wireless channel via bisparse blind deconvolution

2023 6th International Conference on Advanced Communication Technologies and Networking (CommNet), IEEE 2023 : 1-8

Wunder, Gerhard; Flinth, Axel; Becker, Daniel; et al.

Metabolism is a major driver of hydrogen isotope fractionation recorded in tree‐ring glucose of Pinus nigra

New Phytologist, John Wiley & Sons 2022, Vol. 234, (2) : 449-461

Wieloch, Thomas; Grabner, Michael; Augusti, Angela; et al.

fdaMocca: Model-Based Clustering for Functional Data with Covariates. R package version 0.1-1

Pya Arnqvist, Natalya; Arnqvist, Per; Sjöstedt de Luna, Sara

fiberLD: Fiber Length Determination. R package version 0.1-7

Pya Arnqvist, Natalya; Sjöstedt de Luna, Sara; Abramowicz, Konrad

scam: Shape constrained additive models. R package version 1.2-13

Pya Arnqvist, Natalya

Estimation of block sparsity in compressive sensing

International Journal of Wavelets, Multiresolution and Information Processing, World Scientific 2022, Vol. 20, (06)

Zhou, Zhiyong; Yu, Jun

Over-parametrized matrix factorization in the presence of spurious stationary points

IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers (IEEE) 2022, Vol. 70 : 482-496

Eftekhari, Armin

ZZ-Net: A Universal Rotation Equivariant Architecture for 2D Point Clouds

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE Computer Society 2022 : 10966-10975

Bokman, Georg; Kahla, Fredrik; Flinth, Axel

A genome-wide test for paternal indirect genetic effects on lifespan in Drosophila melanogaster

Proceedings of the Royal Society of London. Biological Sciences, The Royal Society 2022, Vol. 289, (1974)

Shenoi, Vinesh Naresh; Brengdahl, Martin I.; Grace, Jaime L.; et al.

A comparison of local explanation methods for high-dimensional industrial data: a simulation study

Expert systems with applications, Elsevier 2022, Vol. 207

Fries, Niklas; Rydén, Patrik

Comparison of decomposition algorithms for identification of single motor units in ultrafast ultrasound image sequences of low force voluntary skeletal muscle contractions

BMC Research Notes

Rohlén, Robin; Yu, Jun; Grönlund, Christer

In Silico Identification of Potential Thyroid Hormone System Disruptors among Chemicals in Human Serum and Chemicals with a High Exposure Index

Environmental Science and Technology, American Chemical Society (ACS) 2022, Vol. 56, (12) : 8363-8372

Dracheva, Elena; Norinder, Ulf; Rydén, Patrik; et al.

An electroencephalography-based approach to evaluate movement-related anxiety in physically active adults and following anterior cruciate ligament injury

Society for Neuroscience 2022 Meeting, San Diego, Carliforna, USA, November 12-16, 2022

Grinberg, Adam; Strong, Andrew; Strandberg, Johan; et al.

Federated Frank-Wolfe Algorithm

FL-NeurIPS'22, International Workshop on Federated Learning: Recent Advances and New Challenges in Conjunction with NeurIPS 2022, New Orleans, LA, USA, December 2, 2022

Dadras, Ali; Prakhya, Karthik; Yurtsever, Alp

Q-fw: a hybrid classical-quantum frank-wolfe for quadratic binary optimization

Computer vision – ECCV 2022: 17th European conference, Tel Aviv, Israel, October 23–27, 2022, proceedings, part XXIII, Springer 2022 : 352-369

Yurtsever, Alp; Birdal, Tolga; Golyanik, Vladislav

CCCP is Frank-Wolfe in Disguise

Advances in Neural Information Processing Systems 35 (NeurIPS 2022)

Yurtsever, Alp; Sra, Suvrit

Latest update: 2023-11-29