Sergios Theodoridis

Joined

April 2018

Names

Sergios Theodoridis

Emails

****@di.uoa.gr (Confirmed)

,

****@es.aau.dk (Confirmed)

Personal Links

Career & Education History

Full Professor

Aalborg University (aau.dk)

2020 – 2023

Full Professor

University of Athens (uoa.gr)

1995 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

Machine Learning

1987 – 2023

Signal Processing

1978 – 2023

Publications

AudioMAE++: learning better masked audio representations with SwiGLU FFNs
Sarthak Yadav, Sergios Theodoridis, Zheng-Hua Tan
- IEEE International Workshop on Machine Learning for Signal Processing (MLSP) 2025
- Readers: Everyone
Adaptive Kernel Design for Bayesian Optimization Is a Piece of CAKE with LLMs
Richard Cornelius Suwandi, Feng Yin, Juntao Wang, Renjie Li, Tsung-Hui Chang, Sergios Theodoridis
- NeurIPS 2025 poster
- Readers: Everyone
Masked Autoencoders with Multi-Window Local-Global Attention Are Better Audio Learners
Sarthak Yadav, Sergios Theodoridis, Lars Kai Hansen, Zheng-Hua Tan
- ICLR 2024 poster
- Readers: Everyone
Rethinking Bayesian Learning for Data Analysis: The Art of Prior and Inference in Sparsity-Aware Modeling
Lei Cheng, Feng Yin, Sergios Theodoridis, Sotirios Chatzis, Tsung-Hui Chang
- 2022 (modified: 16 Apr 2023)
- CoRR 2022
- Readers: Everyone
Rethinking Bayesian Learning for Data Analysis: The art of prior and inference in sparsity-aware modeling
Lei Cheng, Feng Yin, Sergios Theodoridis, Sotirios Chatzis, Tsung-Hui Chang
- 2022 (modified: 16 Apr 2023)
- IEEE Signal Process. Mag. 2022
- Readers: Everyone
A Stimuli-Relevant Directed Dependency Index for Time Series
Payam Shahsavari Baboukani, Sergios Theodoridis, Jan Østergaard
- Published: 01 Jan 2022, Last Modified: 03 May 2023
- ICASSP 2022
- Readers: Everyone
Bayesian Training in Photonic Neural Meshes
Charis Mesaritakis, George Sarantoglou, Sergios Theodoridis, Adonis Bogris
- Published: 01 Jan 2022, Last Modified: 11 May 2023
- COMPENG 2022
- Readers: Everyone
Towards Flexible Sparsity-Aware Modeling: Automatic Tensor Rank Learning Using the Generalized Hyperbolic Prior
Lei Cheng, Zhongtao Chen, Qingjiang Shi, Yik-Chung Wu, Sergios Theodoridis
- Published: 01 Jan 2022, Last Modified: 11 May 2023
- IEEE Trans. Signal Process. 2022
- Readers: Everyone
Bayesian Photonic Accelerators for Energy Efficient and Noise Robust Neural Processing
George Sarantoglou, Adonis Bogris, Charis Mesaritakis, Sergios Theodoridis
- Published: 01 Jan 2022, Last Modified: 11 May 2023
- CoRR 2022
- Readers: Everyone
Local Competition and Stochasticity for Adversarial Robustness in Deep Learning
Konstantinos P. Panousis, Sotirios Chatzis, Antonios Alexos, Sergios Theodoridis
- 2021 (modified: 16 Apr 2023)
- AISTATS 2021
- Readers: Everyone

View all 252 publications

Co-Authors

View all 176 co-authors