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Umeå University
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Publications

A ridgelet approach to poisson denoising
Dadras, Ali; Leffler, Klara; Yu, Jun
Federated Frank-Wolfe Algorithm
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.
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
CCCP is Frank-Wolfe in Disguise
Advances in Neural Information Processing Systems 35 (NeurIPS 2022)
Yurtsever, Alp; Sra, Suvrit
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
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
Super-resolution DOA estimation for wideband signals using non-uniform linear arrays with no focusing matrix
IEEE Wireless Communications Letters, IEEE 2022, Vol. 11, (3) : 641-644
Jirhandeh, Milad Javadzadeh; Maskan, Hoomaan; Kahaei, Mohammad Hossein
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
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
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: 2024-06-04