4 problems
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Extension of federated TD analysis to error-feedback encoding and realistic channels
The Quantized Federated TD learning algorithm, or QFedTD, updates the server parameter by … where is a constant step size, are independent Bernoulli packet-deliv…
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Continuous Alphabet Conjecture for identification channels
The codebook studies considered include discrete identification over memoryless Gaussian channels, discrete identification over memoryless and with-memory Poisson channels, and …
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Nair's zero-error capacity conjecture for bounded stabilization over DMCs
Nair's conjecture. For keeping the states of a linear system uniformly bounded over a DMC, the zero-error feedback capacity of the channel has to be larger than the topological ent…
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Empty-interior conjecture for embedded Shannon-equivalence classes of channels
Let denote the space of Shannon-equivalence classes of discrete memoryless channels with input and output alphabets , embe…