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Umeå universitet
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Huvudmenyn dold.
Personalbild Alp Yurtsever

Alp Yurtsever

0000-0001-7320-1506

Kontakt

E-post
alp.yurtsever@umu.se
Telefon
090-786 75 46

Verksam som

Anknytning
Biträdande universitetslektor vid Institutionen för matematik och matematisk statistik
Plats
MIT-huset, plan 3, Matematik och matematisk statistik, MIT.B.369 Umeå universitet, 901 87 Umeå
Personalized multi-tier federated learning
Neural information processing: 31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2–6, 2024, proceedings, part II, Springer Nature 2025 : 192-207
Banerjee, Sourasekhar; Dadras, Ali; Yurtsever, Alp; et al.
Convex formulations for training two-layer ReLU neural networks
13th International Conference on Learning Representations, ICLR 2025, Curran Associates, Inc. 2025 : 30682-30704
Prakhya, Karthik; Birdal, Tolga; Yurtsever, Alp
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, Springer Nature 2024 : 58-75
Dadras, Ali; Banerjee, Sourasekhar; Prakhya, Karthik; et al.
Personalized federated learning via low-rank matrix factorization
OPT 2024: optimization for machine learning
Dadras, Ali; Stich, Sebastian U.; Yurtsever, Alp
A Variational Perspective on High-Resolution ODEs
Advances in Neural Information Processing Systems 36 (NeurIPS 2023)
Maskan, Hoomaan; Zygalakis, Konstantinos C.; 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.
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
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.
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
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.
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
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
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.
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.
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
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