Convergence of Update Aware Device Scheduling for Federated Learning at the Wireless Edge von Amiri, Mohammad Mohammadi, Gunduz, Deniz, Kulkarni, Sanjeev R., Poor, H. Vincent

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Machine Learning Methods for Attack Detection in the Smart Grid von Ozay, Mete, Esnaola, Inaki, Yarman Vural, Fatos Tunay, Kulkarni, Sanjeev R., Poor, H. Vincent

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Convergence of Federated Learning Over a Noisy Downlink von Amiri, Mohammad Mohammadi, Gunduz, Deniz, Kulkarni, Sanjeev R., Poor, H. Vincent

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Universal estimation of information measures for analog sources von Wang, Qing, Kulkarni, Sanjeev, Verdú, Sergio

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Blind Federated Edge Learning von Amiri, Mohammad Mohammadi, Duman, Tolga M., Gunduz, Deniz, Kulkarni, Sanjeev R., Poor, H. Vincent Poor

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Sparse Attack Construction and State Estimation in the Smart Grid: Centralized and Distributed Models von Ozay, M., Esnaola, I., Vural, F. T. Y., Kulkarni, S. R., Poor, H. V.

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Greedy centroid initialization for federated K-means von Yang, Kun, Mohammadi Amiri, Mohammad, Kulkarni, Sanjeev R.

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Maximum Power Point Tracking for Photovoltaic Optimization Using Ripple-Based Extremum Seeking Control von Brunton, Steven L, Rowley, Clarence W, Kulkarni, Sanjeev R, Clarkson, Charles

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Divergence Estimation for Multidimensional Densities Via k-Nearest-Neighbor Distances von Qing Wang, Kulkarni, S.R., Verdu, S.

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Revolutionising Diabetic Retinopathy Diagnosis with Modified Regularisation Long Short-Term Memory Framework von Rao, Sudesh, Kulkarni, Sanjeev, Bhat, Radhakrishna

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A deterministic approach to throughput scaling in wireless networks von Kulkarni, S.R., Viswanath, P.

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A Collaborative Training Algorithm for Distributed Learning von Predd, J.B., Kulkarni, S.R., Poor, H.V.

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Fast Variational Sparse Bayesian Learning With Automatic Relevance Determination for Superimposed Signals von Shutin, D., Buchgraber, T., Kulkarni, S. R., Poor, H. V.

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Divergence estimation of continuous distributions based on data-dependent partitions von Qing Wang, Kulkarni, S.R., Verdu, S.

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Energy-Distortion Tradeoffs in Gaussian Joint Source-Channel Coding Problems von Jain, A., Gunduz, D., Kulkarni, S. R., Poor, H. V., Verdu, S.

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Probabilistic Coherence and Proper Scoring Rules von Predd, J.B., Seiringer, R., Lieb, E.H., Osherson, D.N., Poor, H.V., Kulkarni, S.R.

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Upper bounds to transport capacity of wireless networks von Jovicic, A., Viswanath, P., Kulkarni, S.R.

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Attribute-Distributed Learning: Models, Limits, and Algorithms von Haipeng Zheng, Kulkarni, S R, Poor, H V

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Degraded Gaussian multirelay channel: capacity and optimal power allocation von Reznik, A., Kulkarni, S.R., Verdu, S.

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Statistical learning theory: a tutorial von Kulkarni, Sanjeev R., Harman, Gilbert

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