Ayça Özçelikkale

IEEE Trans. Signal Process., 2024

Continual Learning with Distributed Optimization: Does CoCoA Forget Under Task Repetition?

[BibT_eX]

[DOI]

Proceedings of the 32nd European Signal Processing Conference, 2024

Improving Generalization in Game Agents with Data Augmentation in Imitation Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023

Estimation Under Model Misspecification With Fake Features.

[BibT_eX]

[DOI]

Konstantinos P. Michmizos

IEEE Trans. Signal Process., 2023

NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking.

[BibT_eX]

[DOI]

Dhireesha Kudithipudi

Gregor Lenz

Rajit Manohar

Christian Mayr

Kenneth Michael Stewart

CoRR, 2023

Communication Trade-offs in Federated Learning of Spiking Neural Networks.

[BibT_eX]

[DOI]

Soumi Chaki

David Weinberg

Ayça Özcelikkale

CoRR, 2023

Regularization Trade-offs with Fake Features.

[BibT_eX]

[DOI]

Proceedings of the 31st European Signal Processing Conference, 2023

Random Features Model with General Convex Regularization: A Fine Grained Analysis with Precise Asymptotic Learning Curves.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Regularization with Fake Features.

[BibT_eX]

[DOI]

CoRR, 2022

Continual Learning with Distributed Optimization: Does COCOA Forget?

[BibT_eX]

[DOI]

CoRR, 2022

Double Descent in Random Feature Models: Precise Asymptotic Analysis for General Convex Regularization.

[BibT_eX]

[DOI]

CoRR, 2022

Estimation and Model Misspecification: Fake and Missing Features.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Application of the Free Energy Principle to Estimation and Control.

[BibT_eX]

[DOI]

Thijs van de Laar

Henk Wymeersch

IEEE Trans. Signal Process., 2021

Linear Regression With Distributed Learning: A Generalization Error Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

Chance-Constrained Active Inference.

[BibT_eX]

[DOI]

Neural Comput., 2021

Model Mismatch Trade-offs in LMMSE Estimation.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Generalization Error for Linear Regression under Distributed Learning.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

Sparse Recovery with Non-Linear Fourier Features.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

DEEP Reinforcement Learning Based Energy Beamforming for Powering Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

2018

Remote Estimation of Correlated Sources Under Energy Harvesting Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2018

Towards Immortal Wireless Sensor Networks by Optimal Energy Beamforming and Data Routing.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2018

Optimization vs. Reinforcement Learning for Wirelessly Powered Sensor Networks.

[BibT_eX]

[DOI]

Mehmet Köseoglu

Mani B. Srivastava

Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Impact of Communication Frequency on Remote Control of Automated Vehicles.

[BibT_eX]

[DOI]

Mohammad A. Nazari

Themistoklis Charalambous

Mario Zanon

Jonas Sjöberg

Henk Wymeersch

Proceedings of the 29th IEEE Annual International Symposium on Personal, 2018

2017

Transmission Strategies for Remote Estimation With an Energy Harvesting Sensor.

[BibT_eX]

[DOI]

Themistoklis Charalambous

IEEE Trans. Wirel. Commun., 2017

Simultaneous information and power transfer under a non-linear RF energy harvesting model.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Communications Workshops, 2017

Optimal energy beamforming and data routing for immortal wireless sensor networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2017

On the resource allocation problem in wireless networked control systems.

[BibT_eX]

[DOI]

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016

Performance Bounds for Remote Estimation under Energy Harvesting Constraints.

[BibT_eX]

[DOI]

CoRR, 2016

Feasibility of Ambient RF Energy Harvesting for Self-Sustainable M2M Communications Using Transparent and Flexible Graphene Antennas.

[BibT_eX]

[DOI]

IEEE Access, 2016

Simultaneous information and power transfer with transmitters with hardware impairments.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Wireless Communication Systems, 2016

Performance bounds for remote estimation with an energy harvesting sensor.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Transmission strategies for remote estimation under energy harvesting constraints.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

2015

Linear Precoder Design for Simultaneous Information and Energy Transfer Over Two-User MIMO Interference Channels.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2015

Cooperative Precoding and Artificial Noise Design for Security Over Interference Channels.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2015

MIMO linear precoder design with non-ideal transmitters.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Symposium on Wireless Communication Systems (ISWCS), 2015

Wireless information and power transfer in MIMO channels under Rician fading.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Unitary Precoding and Basis Dependency of MMSE Performance for Gaussian Erasure Channels.

[BibT_eX]

[DOI]

Serdar Yüksel

IEEE Trans. Inf. Theory, 2014

Short Length Trellis-Based Codes for Gaussian Multiple-Access Channels.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2014

Lower bounds on the error probability of turbo codes.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

2013

Optimal representation of non-stationary random fields with finite numbers of samples: A linear MMSE framework.

[BibT_eX]

[DOI]

Digit. Signal Process., 2013

2012

Average error in recovery of sparse signals and discrete fourier transform.

[BibT_eX]

[DOI]

Serdar Yüksel

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

2010

Signal recovery with cost-constrained measurements.

[BibT_eX]

[DOI]

Erdal Arikan

IEEE Trans. Signal Process., 2010

Super-resolution using multiple quantized images.

[BibT_eX]

[DOI]

Gozde Bozdagi Akar

Proceedings of the International Conference on Image Processing, 2010

2007

Optimal Measurement under Cost Constraints for Estimation of Propagating Wave Fields.

[BibT_eX]

[DOI]