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DeepJSCC-f: Deep Joint Source-Channel Coding of Images With Feedback
Kurka, David Burth, Gunduz, Deniz
Published in IEEE journal on selected areas in information theory (01.05.2020)
Published in IEEE journal on selected areas in information theory (01.05.2020)
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DeepJSCC-Q: Constellation Constrained Deep Joint Source-Channel Coding
Tung, Tze-Yang, Kurka, David Burth, Jankowski, Mikolaj, Gunduz, Deniz
Published in IEEE journal on selected areas in information theory (01.12.2022)
Published in IEEE journal on selected areas in information theory (01.12.2022)
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Sequential (Quickest) Change Detection: Classical Results and New Directions
Xie, Liyan, Zou, Shaofeng, Xie, Yao, Veeravalli, Venugopal V.
Published in IEEE journal on selected areas in information theory (01.06.2021)
Published in IEEE journal on selected areas in information theory (01.06.2021)
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The Information Bottleneck Problem and its Applications in Machine Learning
Goldfeld, Ziv, Polyanskiy, Yury
Published in IEEE journal on selected areas in information theory (01.05.2020)
Published in IEEE journal on selected areas in information theory (01.05.2020)
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An Overview of Information-Theoretic Security and Privacy: Metrics, Limits and Applications
Bloch, Matthieu, Gunlu, Onur, Yener, Aylin, Oggier, Frederique, Poor, H. Vincent, Sankar, Lalitha, Schaefer, Rafael F.
Published in IEEE journal on selected areas in information theory (01.03.2021)
Published in IEEE journal on selected areas in information theory (01.03.2021)
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Tightening Mutual Information-Based Bounds on Generalization Error
Bu, Yuheng, Zou, Shaofeng, Veeravalli, Venugopal V.
Published in IEEE journal on selected areas in information theory (01.05.2020)
Published in IEEE journal on selected areas in information theory (01.05.2020)
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Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity
Reisizadeh, Amirhossein, Tziotis, Isidoros, Hassani, Hamed, Mokhtari, Aryan, Pedarsani, Ramtin
Published in IEEE journal on selected areas in information theory (01.06.2022)
Published in IEEE journal on selected areas in information theory (01.06.2022)
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On the Rate-Distortion-Perception Function
Chen, Jun, Yu, Lei, Wang, Jia, Shi, Wuxian, Ge, Yiqun, Tong, Wen
Published in IEEE journal on selected areas in information theory (01.12.2022)
Published in IEEE journal on selected areas in information theory (01.12.2022)
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Harmless Interpolation of Noisy Data in Regression
Muthukumar, Vidya, Vodrahalli, Kailas, Subramanian, Vignesh, Sahai, Anant
Published in IEEE journal on selected areas in information theory (01.05.2020)
Published in IEEE journal on selected areas in information theory (01.05.2020)
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Stochastic Gradient Coding for Straggler Mitigation in Distributed Learning
Bitar, Rawad, Wootters, Mary, El Rouayheb, Salim
Published in IEEE journal on selected areas in information theory (01.05.2020)
Published in IEEE journal on selected areas in information theory (01.05.2020)
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Generalization Bounds via Information Density and Conditional Information Density
Hellstrom, Fredrik, Durisi, Giuseppe
Published in IEEE journal on selected areas in information theory (01.11.2020)
Published in IEEE journal on selected areas in information theory (01.11.2020)
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On Finite-Time Convergence of Actor-Critic Algorithm
Qiu, Shuang, Yang, Zhuoran, Ye, Jieping, Wang, Zhaoran
Published in IEEE journal on selected areas in information theory (01.06.2021)
Published in IEEE journal on selected areas in information theory (01.06.2021)
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Analog Lagrange Coded Computing
Soleymani, Mahdi, Mahdavifar, Hessam, Avestimehr, A. Salman
Published in IEEE journal on selected areas in information theory (01.03.2021)
Published in IEEE journal on selected areas in information theory (01.03.2021)
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Version Age of Information in Clustered Gossip Networks
Buyukates, Baturalp, Bastopcu, Melih, Ulukus, Sennur
Published in IEEE journal on selected areas in information theory (01.03.2022)
Published in IEEE journal on selected areas in information theory (01.03.2022)
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