"False"

Students who have not changed their password since 7 May cannot log in to the student web. This is due to security measures following the cyber attack on 2 May. Read about how to change your password.

Umeå University
printicon
Main menu hidden.

Publications

A ridgelet approach to poisson denoising
Dadras, Ali; Leffler, Klara; Yu, Jun
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
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.
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
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
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.
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.
CCCP is Frank-Wolfe in Disguise
Advances in Neural Information Processing Systems 35 (NeurIPS 2022)
Yurtsever, Alp; Sra, Suvrit
Equivariance versus augmentation for spherical images
Proceedings of Machine Learning Resaerch: International Conference on Machine Learning, 17-23 July 2022, Baltimore, Maryland, USA : 7404-7421
Gerken, Jan; Carlsson, Oscar; Linander, Hampus; et al.
Faster One-Sample Stochastic Conditional Gradient Method for Composite Convex Minimization
Proceedings of The 25th International Conference on Artificial Intelligence and Statistics
Dresdner, Gideon; Vladarean, Maria-Luiza; Rätsch, Gunnar; 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
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
Personalized multi-tier federated learning
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.
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
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
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.
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.
Principal component hierarchy for sparse quadratic programs
Proceedings of machine learning research, ML Research Press 2021 : 10607-10616
Vreugdenhil, Robbie; Nguyen, Viet Anh; Eftekhari, Armin; 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.
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
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 a Nonconvex Loss Function
Proceedings of the 38th International Conference on Machine Learning : 12267-12277
Yurtsever, Alp; Mangalick, Varun; Sra, Suvrit
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
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.
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.
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
A Conditional-Gradient-Based Augmented Lagrangian Framework
Proceedings of the 36th International Conference on Machine Learning : 7272-7281
Yurtsever, Alp; Fercoq, Olivier; Cevher, Volkan
Conditional Gradient Methods via Stochastic Path-Integrated Differential Estimator
Proceedings of the 36th International Conference on Machine Learning : 7282-7291
Yurtsever, Alp; Sra, Suvrit; Cevher, Volkan
Stochastic Frank-Wolfe for Composite Convex Minimization
Advances in Neural Information Processing Systems 32 (NeurIPS 2019)
Locatello, Francesco; Yurtsever, Alp; Fercoq, Olivier; et al.
Streaming Low-Rank Matrix Approximation with an Application to Scientific Simulation
SIAM Journal on Scientific Computing, Society for Industrial and Applied Mathematics 2019, Vol. 41, (4) : A2430-A2463
Tropp, Joel A.; Yurtsever, Alp; Udell, Madeleine; et al.
Latest update: 2023-02-10