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2020 – today
- 2024
[j15]Martin Hellkvist
, Ayça Özçelikkale, Anders Ahlén:
Distributed Continual Learning With CoCoA in High-Dimensional Linear Regression. IEEE Trans. Signal Process. 72: 1015-1031 (2024)- [c22]Derek Yadgaroff, Alessandro Sestini, Konrad Tollmar, Ayça Özçelikkale, Linus Gisslén:
Improving Generalization in Game Agents with Data Augmentation in Imitation Learning. CEC 2024: 1-8 - [c21]Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén:
Continual Learning with Distributed Optimization: Does CoCoA Forget Under Task Repetition? EUSIPCO 2024: 2652-2656 - [i18]Sanja Karilanova, Maxime Fabre, Emre Neftci, Ayça Özçelikkale:
Zero-Shot Temporal Resolution Domain Adaptation for Spiking Neural Networks. CoRR abs/2411.04760 (2024) - 2023
- [j14]Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén:
Estimation Under Model Misspecification With Fake Features. IEEE Trans. Signal Process. 71: 47-60 (2023) - [c20]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: 11371-11414 - [c19]Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén:
Regularization Trade-offs with Fake Features. EUSIPCO 2023: 1270-1274 - [i17]Soumi Chaki, David Weinberg, Ayça Özcelikkale:
Communication Trade-offs in Federated Learning of Spiking Neural Networks. CoRR abs/2303.00928 (2023) - [i16]Jason Yik, Soikat Hasan Ahmed, Zergham Ahmed, Brian Anderson, Andreas G. Andreou, Chiara Bartolozzi, Arindam Basu, Douwe den Blanken, Petrut Bogdan, Sander M. Bohté, Younes Bouhadjar, Sonia M. Buckley, Gert Cauwenberghs, Federico Corradi, Guido de Croon, Andreea Danielescu, Anurag Reddy Daram, Mike Davies, Yigit Demirag, Jason Eshraghian, Jeremy Forest, Steve B. Furber, Michael Furlong, Aditya Gilra, Giacomo Indiveri, Siddharth Joshi, Vedant Karia, Lyes Khacef, James C. Knight, Laura Kriener, Rajkumar Kubendran, Dhireesha Kudithipudi, Gregor Lenz, Rajit Manohar, Christian Mayr, Konstantinos P. Michmizos, Dylan R. Muir, Emre Neftci, Thomas Nowotny, Fabrizio Ottati, Ayça Özcelikkale, Noah Pacik-Nelson, Priyadarshini Panda, Pao-Sheng Sun, Melika Payvand, Christian Pehle, Mihai A. Petrovici, Christoph Posch, Alpha Renner, Yulia Sandamirskaya, Clemens JS Schaefer, André van Schaik, Johannes Schemmel, Catherine D. Schuman, Jae-sun Seo, Sumit Bam Shrestha, Manolis Sifalakis, Amos Sironi, Kenneth Michael Stewart, Terrence C. Stewart, Philipp Stratmann, Guangzhi Tang, Jonathan Timcheck, Marian Verhelst, Craig M. Vineyard, Bernhard Vogginger, Amirreza Yousefzadeh, Biyan Zhou, Fatima Tuz Zohora, Charlotte Frenkel, Vijay Janapa Reddi:
NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking. CoRR abs/2304.04640 (2023) - [i15]Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén:
Distributed Continual Learning with CoCoA in High-dimensional Linear Regression. CoRR abs/2312.01795 (2023) - 2022
- [i14]Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén:
Estimation and Model Misspecification: Fake and Missing Features. CoRR abs/2203.03398 (2022) - [i13]David Bosch, Ashkan Panahi, Ayça Özçelikkale, Devdatt P. Dubhashi:
Double Descent in Random Feature Models: Precise Asymptotic Analysis for General Convex Regularization. CoRR abs/2204.02678 (2022) - [i12]Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén:
Continual Learning with Distributed Optimization: Does COCOA Forget? CoRR abs/2211.16994 (2022) - [i11]Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén:
Regularization with Fake Features. CoRR abs/2212.00433 (2022) - 2021
- [j13]Thijs van de Laar, Ismail Senöz, Ayça Özçelikkale, Henk Wymeersch:
Chance-Constrained Active Inference. Neural Comput. 33(10): 2710-2735 (2021) - [j12]Thijs van de Laar, Ayça Özçelikkale, Henk Wymeersch:
Application of the Free Energy Principle to Estimation and Control. IEEE Trans. Signal Process. 69: 4234-4244 (2021) - [j11]Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén:
Linear Regression With Distributed Learning: A Generalization Error Perspective. IEEE Trans. Signal Process. 69: 5479-5495 (2021) - [c18]Martin Hellkvist, Ayça Özçelikkale:
Model Mismatch Trade-offs in LMMSE Estimation. EUSIPCO 2021: 2045-2049 - [i10]Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén:
Linear Regression with Distributed Learning: A Generalization Error Perspective. CoRR abs/2101.09001 (2021) - [i9]Thijs van de Laar, Ismail Senöz, Ayça Özçelikkale, Henk Wymeersch:
Chance-Constrained Active Inference. CoRR abs/2102.08792 (2021) - [i8]Martin Hellkvist, Ayça Özçelikkale:
Model Mismatch Trade-offs in LMMSE Estimation. CoRR abs/2105.11964 (2021) - 2020
- [c17]Ayça Özçelikkale:
Sparse Recovery with Non-Linear Fourier Features. ICASSP 2020: 5715-5719 - [c16]Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén:
Generalization Error for Linear Regression under Distributed Learning. SPAWC 2020: 1-5 - [i7]Ayça Özçelikkale:
Sparse Recovery With Non-Linear Fourier Features. CoRR abs/2002.04985 (2020) - [i6]Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén:
Generalization Error for Linear Regression under Distributed Learning. CoRR abs/2004.14637 (2020)
2010 – 2019
- 2019
- [c15]Ayça Özçelikkale, Mehmet Köseoglu, Mani B. Srivastava, Anders Ahlén:
DEEP Reinforcement Learning Based Energy Beamforming for Powering Sensor Networks. MLSP 2019: 1-6 - [i5]Thijs van de Laar, Ayça Özçelikkale, Henk Wymeersch:
Application of the Free Energy Principle to Estimation and Control. CoRR abs/1910.09823 (2019) - 2018
- [j10]Ayça Özçelikkale, Tomas McKelvey, Mats Viberg:
Remote Estimation of Correlated Sources Under Energy Harvesting Constraints. IEEE Trans. Wirel. Commun. 17(8): 5300-5313 (2018) - [j9]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): 5338-5352 (2018) - [c14]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: 96-100 - [c13]Ayça Özçelikkale, Mehmet Köseoglu, Mani B. Srivastava:
Optimization vs. Reinforcement Learning for Wirelessly Powered Sensor Networks. SPAWC 2018: 1-5 - [i4]Ayça Özçelikkale, Mehmet Köseoglu, Mani B. Srivastava:
Optimization vs. Reinforcement Learning for Wirelessly Powered Sensor Networks. CoRR abs/1806.02325 (2018) - 2017
- [j8]Ayça Özçelikkale, Tomas McKelvey, Mats Viberg:
Transmission Strategies for Remote Estimation With an Energy Harvesting Sensor. IEEE Trans. Wirel. Commun. 16(7): 4390-4403 (2017) - [c12]Themistoklis Charalambous, Ayça Özçelikkale, Mario Zanon, Paolo Falcone, Henk Wymeersch:
On the resource allocation problem in wireless networked control systems. CDC 2017: 4147-4154 - [c11]Rong Du, Ayça Özçelikkale, Carlo Fischione, Ming Xiao:
Optimal energy beamforming and data routing for immortal wireless sensor networks. ICC 2017: 1-6 - [c10]Xiaowei Xu, Ayça Özçelikkale, Tomas McKelvey, Mats Viberg:
Simultaneous information and power transfer under a non-linear RF energy harvesting model. ICC Workshops 2017: 179-184 - 2016
- [j7]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: 5850-5857 (2016) - [c9]Ayça Özçelikkale, Tomas McKelvey, Mats Viberg:
Transmission strategies for remote estimation under energy harvesting constraints. EUSIPCO 2016: 572-576 - [c8]Ayça Özçelikkale, Tomas McKelvey, Mats Viberg:
Performance bounds for remote estimation with an energy harvesting sensor. ISIT 2016: 460-464 - [c7]Ayça Özçelikkale, Tomas McKelvey, Mats Viberg:
Simultaneous information and power transfer with transmitters with hardware impairments. ISWCS 2016: 114-118 - [i3]Ayça Özçelikkale, Tomas McKelvey, Mats Viberg:
Performance Bounds for Remote Estimation under Energy Harvesting Constraints. CoRR abs/1610.02566 (2016) - [i2]Ayça Özçelikkale, Tomas McKelvey, Mats Viberg:
Transmission Strategies for Remote Estimation with an Energy Harvesting Sensor. CoRR abs/1610.02670 (2016) - 2015
- [j6]Ayça Özçelikkale, Tolga M. Duman:
Cooperative Precoding and Artificial Noise Design for Security Over Interference Channels. IEEE Signal Process. Lett. 22(12): 2234-2238 (2015) - [j5]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): 5836-5847 (2015) - [c6]Ayça Özçelikkale, Tomas McKelvey, Mats Viberg:
Wireless information and power transfer in MIMO channels under Rician fading. ICASSP 2015: 3187-3191 - [c5]Ayça Özçelikkale, Tomas McKelvey, Mats Viberg:
MIMO linear precoder design with non-ideal transmitters. ISWCS 2015: 681-685 - 2014
- [j4]Ayça Özçelikkale, Tolga M. Duman:
Short Length Trellis-Based Codes for Gaussian Multiple-Access Channels. IEEE Signal Process. Lett. 21(10): 1177-1181 (2014) - [j3]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): 7186-7203 (2014) - [c4]Ayça Özçelikkale, Tolga M. Duman:
Lower bounds on the error probability of turbo codes. ISIT 2014: 3170-3174 - 2013
- [j2]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): 1602-1609 (2013) - 2012
- [c3]Ayça Özçelikkale, Serdar Yüksel, Haldun M. Özaktas:
Average error in recovery of sparse signals and discrete fourier transform. SIU 2012: 1-4 - 2011
- [i1]Ayça Özçelikkale, Serdar Yüksel, Haldun M. Özaktas:
Unitary Precoding and Basis Dependency of MMSE Performance for Gaussian Erasure Channels. CoRR abs/1111.2451 (2011) - 2010
- [j1]Ayça Özçelikkale, Haldun M. Özaktas, Erdal Arikan:
Signal recovery with cost-constrained measurements. IEEE Trans. Signal Process. 58(7): 3607-3617 (2010) - [c2]Ayça Özçelikkale, Gozde Bozdagi Akar, Haldun M. Özaktas:
Super-resolution using multiple quantized images. ICIP 2010: 2029-2032
2000 – 2009
- 2007
- [c1]Ayça Özçelikkale, Haldun M. Özaktas, Erdal Arikan:
Optimal Measurement under Cost Constraints for Estimation of Propagating Wave Fields. ISIT 2007: 696-700
Coauthor Index
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