Ayça Özçelikkale

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 37

Top Topics

Linear Regression

Networked Control Systems

Sensor Networks

Top Venues

IEEE Trans. Signal Process.

IEEE Trans. Wirel. Commun.

Publications

Derek Yadgaroff, Alessandro Sestini, Konrad Tollmar, Ayça Özçelikkale, Linus Gisslén
Improving Generalization in Game Agents with Data Augmentation in Imitation Learning. CEC (2024)
Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
Distributed Continual Learning With CoCoA in High-Dimensional Linear Regression. IEEE Trans. Signal Process. 72 (2024)
Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
Distributed Continual Learning with CoCoA in High-dimensional Linear Regression. CoRR (2023)
David Bosch, Ashkan Panahi, Ayça Özçelikkale, Devdatt P. Dubhashi
Random Features Model with General Convex Regularization: A Fine Grained Analysis with Precise Asymptotic Learning Curves. AISTATS (2023)
Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
Regularization Trade-offs with Fake Features. EUSIPCO (2023)
Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
Estimation Under Model Misspecification With Fake Features. IEEE Trans. Signal Process. 71 (2023)
Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
Regularization with Fake Features. CoRR (2022)
Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
Estimation and Model Misspecification: Fake and Missing Features. CoRR (2022)
Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
Continual Learning with Distributed Optimization: Does COCOA Forget? CoRR (2022)
Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
Linear Regression With Distributed Learning: A Generalization Error Perspective. IEEE Trans. Signal Process. 69 (2021)
Martin Hellkvist, Ayça Özçelikkale
Model Mismatch Trade-offs in LMMSE Estimation. EUSIPCO (2021)
Martin Hellkvist, Ayça Özçelikkale
Model Mismatch Trade-offs in LMMSE Estimation. CoRR (2021)
Thijs van de Laar, Ismail Senöz, Ayça Özçelikkale, Henk Wymeersch
Chance-Constrained Active Inference. CoRR (2021)
Thijs van de Laar, Ayça Özçelikkale, Henk Wymeersch
Application of the Free Energy Principle to Estimation and Control. IEEE Trans. Signal Process. 69 (2021)
Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
Linear Regression with Distributed Learning: A Generalization Error Perspective. CoRR (2021)
Thijs van de Laar, Ismail Senöz, Ayça Özçelikkale, Henk Wymeersch
Chance-Constrained Active Inference. Neural Comput. 33 (10) (2021)
Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
Generalization Error for Linear Regression under Distributed Learning. SPAWC (2020)
Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén
Generalization Error for Linear Regression under Distributed Learning. CoRR (2020)
Ayça Özçelikkale
Sparse Recovery with Non-Linear Fourier Features. ICASSP (2020)
Ayça Özçelikkale
Sparse Recovery With Non-Linear Fourier Features. CoRR (2020)
Ayça Özçelikkale, Mehmet Köseoglu, Mani B. Srivastava, Anders Ahlén
DEEP Reinforcement Learning Based Energy Beamforming for Powering Sensor Networks. MLSP (2019)
Thijs van de Laar, Ayça Özçelikkale, Henk Wymeersch
Application of the Free Energy Principle to Estimation and Control. CoRR (2019)
Ayça Özçelikkale, Tomas McKelvey, Mats Viberg
Remote Estimation of Correlated Sources Under Energy Harvesting Constraints. IEEE Trans. Wirel. Commun. 17 (8) (2018)
Ayça Özçelikkale, Mehmet Köseoglu, Mani B. Srivastava
Optimization vs. Reinforcement Learning for Wirelessly Powered Sensor Networks. SPAWC (2018)
Rong Du, Ayça Özçelikkale, Carlo Fischione, Ming Xiao
Towards Immortal Wireless Sensor Networks by Optimal Energy Beamforming and Data Routing. IEEE Trans. Wirel. Commun. 17 (8) (2018)
Ayça Özçelikkale, Mehmet Köseoglu, Mani B. Srivastava
Optimization vs. Reinforcement Learning for Wirelessly Powered Sensor Networks. CoRR (2018)
Mohammad A. Nazari, Ayça Özçelikkale, Mario Zanon, Themistoklis Charalambous, Jonas Sjöberg, Henk Wymeersch
Impact of Communication Frequency on Remote Control of Automated Vehicles. PIMRC (2018)
Themistoklis Charalambous, Ayça Özçelikkale, Mario Zanon, Paolo Falcone, Henk Wymeersch
On the resource allocation problem in wireless networked control systems. CDC (2017)
Ayça Özçelikkale, Tomas McKelvey, Mats Viberg
Transmission Strategies for Remote Estimation With an Energy Harvesting Sensor. IEEE Trans. Wirel. Commun. 16 (7) (2017)
Xiaowei Xu, Ayça Özçelikkale, Tomas McKelvey, Mats Viberg
Simultaneous information and power transfer under a non-linear RF energy harvesting model. ICC Workshops (2017)
Rong Du, Ayça Özçelikkale, Carlo Fischione, Ming Xiao
Optimal energy beamforming and data routing for immortal wireless sensor networks. ICC (2017)
Michael A. Andersson, Ayça Özçelikkale, Martin Johansson, Ulrika Engstorm, Andrei Vorobiev, Jan Stake
Feasibility of Ambient RF Energy Harvesting for Self-Sustainable M2M Communications Using Transparent and Flexible Graphene Antennas. IEEE Access 4 (2016)
Ayça Özçelikkale, Tomas McKelvey, Mats Viberg
Performance bounds for remote estimation with an energy harvesting sensor. ISIT (2016)
Ayça Özçelikkale, Tomas McKelvey, Mats Viberg
Performance Bounds for Remote Estimation under Energy Harvesting Constraints. CoRR (2016)
Ayça Özçelikkale, Tomas McKelvey, Mats Viberg
Simultaneous information and power transfer with transmitters with hardware impairments. ISWCS (2016)
Ayça Özçelikkale, Tomas McKelvey, Mats Viberg
Transmission Strategies for Remote Estimation with an Energy Harvesting Sensor. CoRR (2016)
Ayça Özçelikkale, Tomas McKelvey, Mats Viberg
Transmission strategies for remote estimation under energy harvesting constraints. EUSIPCO (2016)
Ayça Özçelikkale, Tomas McKelvey, Mats Viberg
MIMO linear precoder design with non-ideal transmitters. ISWCS (2015)
Ayça Özçelikkale, Tolga M. Duman
Cooperative Precoding and Artificial Noise Design for Security Over Interference Channels. IEEE Signal Process. Lett. 22 (12) (2015)
Ayça Özçelikkale, Tolga M. Duman
Linear Precoder Design for Simultaneous Information and Energy Transfer Over Two-User MIMO Interference Channels. IEEE Trans. Wirel. Commun. 14 (10) (2015)
Ayça Özçelikkale, Tomas McKelvey, Mats Viberg
Wireless information and power transfer in MIMO channels under Rician fading. ICASSP (2015)
Ayça Özçelikkale, Serdar Yüksel, Haldun M. Özaktas
Unitary Precoding and Basis Dependency of MMSE Performance for Gaussian Erasure Channels. IEEE Trans. Inf. Theory 60 (11) (2014)
Ayça Özçelikkale, Tolga M. Duman
Short Length Trellis-Based Codes for Gaussian Multiple-Access Channels. IEEE Signal Process. Lett. 21 (10) (2014)
Ayça Özçelikkale, Tolga M. Duman
Lower bounds on the error probability of turbo codes. ISIT (2014)
Ayça Özçelikkale, Haldun M. Özaktas
Optimal representation of non-stationary random fields with finite numbers of samples: A linear MMSE framework. Digit. Signal Process. 23 (5) (2013)
Ayça Özçelikkale, Serdar Yüksel, Haldun M. Özaktas
Average error in recovery of sparse signals and discrete fourier transform. SIU (2012)
Ayça Özçelikkale, Serdar Yüksel, Haldun M. Özaktas
Unitary Precoding and Basis Dependency of MMSE Performance for Gaussian Erasure Channels CoRR (2011)
Ayça Özçelikkale, Haldun M. Özaktas, Erdal Arikan
Signal recovery with cost-constrained measurements. IEEE Trans. Signal Process. 58 (7) (2010)
Ayça Özçelikkale, Gozde Bozdagi Akar, Haldun M. Özaktas
Super-resolution using multiple quantized images. ICIP (2010)
Ayça Özçelikkale, Haldun M. Özaktas, Erdal Arikan
Optimal Measurement under Cost Constraints for Estimation of Propagating Wave Fields. ISIT (2007)