Publications

Provable reduction in communication rounds for non-smooth convex federated learning

2025 IEEE 35th International Workshop on Machine Learning for Signal Processing (MLSP)

Palenzuela, Karlo; Dadras, Ali; Yurtsever, Alp; et al.

Perfectly secure key agreement over a full duplex wireless channel

IEEE Transactions on Information Forensics and Security, IEEE 2025, Vol. 20 : 11489-11502

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

Improved rates for stochastic variance-reduced difference-of-convex algorithms

CDC 2025, 64th IEEE Conference on Decision and Control, Rio de Janeiro, Brazil, December 9-12, 2025

Nguyen, Anh Duc; Yurtsever, Alp; Sra, Suvrit; et al.

Personalized federated learning via low-rank matrix optimization

Transactions on Machine Learning Research, Vol. 2025-August

Dadras, Ali; Stich, Sebastian U.; Yurtsever, Alp

Grid is good. Adaptive refinement algorithms for off-the-grid total variation minimization

Open Journal of Mathematical Optimization, Cellule MathDoc/Centre Mersenne 2025, Vol. 6

Flinth, Axel; de Gournay, Frédéric; Weiss, Pierre

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

Optimization dynamics of equivariant and augmented neural networks

Transactions on Machine Learning Research

Nordenfors, Oskar; Ohlsson, Fredrik; Flinth, Axel

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.

HEAL-SWIN: a vision transformer on the sphere

2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), IEEE Computer Society 2024 : 6067-6077

Carlsson, Oscar; Gerken, Jan E.; Linander, Hampus; et al.

Personalized federated learning via low-rank matrix factorization

OPT 2024: optimization for machine learning

Dadras, Ali; Stich, Sebastian U.; 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.

A Variational Perspective on High-Resolution ODEs

Advances in Neural Information Processing Systems 36 (NeurIPS 2023)

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

Industrial engineering and management students envision AI's role in the industry

2023 IEEE International Conference on Industrial Engineering and Engineering Management, IEEE 2023 : 903-907

Åhag, Per; Hed, Lisa; Leijon, R.; et al.

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.

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.

Demixing sines and spikes using multiple measurement vectors

Signal Processing, Elsevier 2023, Vol. 203

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

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

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

Latest update: 2023-02-10