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

Banerjee, Sourasekhar; Yurtsever, Alp; Bhuyan, Monowar H.

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.

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

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

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

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.

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

Biometrics

Abramowicz, Konrad; Pini, Alessia; Schelin, Lina; 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

nilde: Nonnegative Integer Solutions of Linear Diophantine Equations with Applications. R package version 1.1-4

Pya Arnqvist, Natalya; Voinod, Vassilly; Makarov, Rashid; et al.

Stable super-resolution of images: Theoretical study

Information and Inference, Oxford University Press 2021, Vol. 10, (1) : 161-193

Eftekhari, Armin; Bendory, Tamir; Tang, Gongguo

Statistical learning of phase measuring deflectometry for defect detection and classification on specular cab body surfaces

Advances in signal processing: reviews. Volume 2, International Frequency Sensor Association Publishing 2021 : 309-342

Pya Arnqvist, Natalya; Lindahl, Eric; Yu, Jun

Explicit stabilised gradient descent for faster strongly convex optimisation

BIT Numerical Mathematics, Springer 2021, Vol. 61 : 119-139

Eftekhari, Armin; Vandereycken, Bart; Vilmart, Gilles; et al.

scam: Shape constrained additive models. R package version 1.2-12

Pya Arnqvist, Natalya

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

AStA Advances in Statistical Analysis

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

Functional marked point processes: a natural structure to unify spatio-temporal frameworks and to analyse dependent functional data

Test (Madrid), Sociedad de Estadística e Investigación Operativa (Spanish Society of Statistics and Operations Research) 2021, Vol. 30, (3) : 529-568

Ghorbani, Mohammad; Cronie, Ottmar; Mateu, Jorge; et al.

Effects of winter climate on delays of high speed passenger trains in Botnia-Atlantica region

Journal of Rail Transport Planning & Management, Elsevier 2021, Vol. 18

Wang, Jianfeng; Granlöf, Markus; Yu, Jun

fdaMocca: Model-Based Clustering for Functional Data with Covariates. R package version 0.1-0

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

Healthy ecosystems for human and animal health: Science diplomacy for responsible development in the Arctic

Polar Record, Cambridges Institutes Press 2021, Vol. 57

Evengård, Birgitta; Destouni, G.; Kalantari, Z.; et al.

An Optimal-Storage Approach to Semidefinite Programming Using Approximate Complementarity

SIAM Journal on Optimization, Society for Industrial and Applied Mathematics 2021, Vol. 31, (4) : 2695-2725

Ding, Lijun; Yurtsever, Alp; Cevher, Volkan; et al.

Scalable Semidefinite Programming

SIAM Journal on Mathematics of Data Science, Society for Industrial and Applied Mathematics 2021, Vol. 3, (1) : 171-200

Yurtsever, Alp; Tropp, Joel A.; Fercoq, Olivier; et al.

Three Operator Splitting with a Nonconvex Loss Function

Proceedings of the 38th International Conference on Machine Learning : 12267-12277

Yurtsever, Alp; Mangalick, Varun; Sra, Suvrit

Non-destructive methods for assessing tree fiber length distributions in standing trees

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

Train performance analysis using heterogeneous statistical models

Atmosphere, MDPI 2021, Vol. 12, (9)

Wang, Jianfeng; Yu, Jun

Contrast Agent Quantification by Using Spatial Information in Dynamic Contrast Enhanced MRI

Frontiers in Signal Processing, Frontiers Media S.A. 2021, Vol. 1

Wang, Jianfeng; Garpebring, Anders; Brynolfsson, Patrik; et al.

Metabolism is the major driver of hydrogen isotope fractionation recorded in tree-ring glucose of Pinus nigra

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

Subquadratic overparameterization for shallow neural networks

Advances in neural information processing systems (NeurIPS 2021), Curran Associates, Inc. 2021 : 11247-11259

Song, Chaehwan; Ramezani-Kebrya, Ali; Pethick, Thomas; et al.

Three Operator Splitting with Subgradients, Stochastic Gradients, and Adaptive Learning Rates

Advances in Neural Information Processing Systems 34 (NeurIPS 2021), San Diego: Neural Information Processing Systems 2021 : 19743-19756

Yurtsever, Alp; Gu, Alex; Sra, Suvrit

Efficient surface finish defect detection using reduced rank spline smoothers and probabilistic classifiers

Econometrics and Statistics, Elsevier 2021, Vol. 18 : 89-105

Pya Arnqvist, Natalya; Ngendangenzwa, Blaise; Lindahl, Eric; et al.

Minimization of the q-ratio sparsity with 1 < q ≤∞ for signal recovery

Signal Processing, Elsevier 2021, Vol. 189

Zhou, Zhiyong; Yu, Jun

Comparison of Methods for Feature Selection in Clustering of High-Dimensional RNA-Sequencing Data to Identify Cancer Subtypes

Frontiers in Genetics, Frontiers Media S.A. 2021, Vol. 12

Källberg, David; Vidman, Linda; Rydén, Patrik

Analysis Choices Impact Movement Evaluation: A Multi-Aspect Inferential Method Applied to Kinematic Curves of Vertical Hops in Knee-Injured and Asymptomatic Persons

Frontiers in Bioengineering and Biotechnology, Frontiers Media S.A. 2021, Vol. 9

Strandberg, Johan; Pini, Alessia; Häger, Charlotte; et al.

scam: Shape constrained additive models. R package version 1.2-6

Pya Arnqvist, Natalya

Minimization of the q-ratio sparsity with 1<q≤∞ for signal recovery

Zhou, Zhiyong; Yu, Jun

Non-parametric methods for functional data

Research report in mathematical statistics, 72/20

Strandberg, Johan

Double-loop unadjusted langevin algorithm

37th International Conference on Machine Learning, ICML 2020, International Machine Learning Society (IMLS) 2020 : 8139-8147

Rolland, Paul; Eftekhari, Armin; Kavis, Ali; et al.

Training linear neural networks: Non-local convergence and complexity results

37th International Conference on Machine Learning, ICML 2020, International Machine Learning Society (IMLS) 2020 : 2816-2827

Eftekhari, Armin

Scalable Learning-Based Sampling Optimization for Compressive Dynamic MRI

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE 2020 : 8584-8588

Sanchez, Thomas; Gözcü, Baran; van Heeswijk, Ruud B.; et al.

Latest update: 2023-01-11