9 problems
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The most-informative Boolean function conjecture
Let be uniformly distributed on the Boolean hypercube, and let be obtained by passing each bit of throug…
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Kumar–Courtade conjecture on the most informative Boolean function
Kumar–Courtade conjecture. For every such binary ,
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The conjecture that the random-coding exponent is exact for all rates
Let denote the random-coding exponent and the reliability function for the binary symmetric channel with crossover probability . The rate ranges over…
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Sublinear column-weight conjecture for capacity-achieving LDGM codes
Let be the block length of a code, and consider generator matrices whose column weights are bounded above by a quantity that grows sublinearly in . Sublinear column-weight c…
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Optimality conjecture for linear binary codes on the BSC
Linear-code optimality conjecture. For every block length , a best linear code is optimal among all binary codes in terms of ML decoding performance.
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The near-perfect information-velocity conjecture for two binary symmetric channels
Near-perfect information-velocity conjecture. As , the ratio of the learning rates for two and one channel should be arbitrarily close to :
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The asymptotic optimal learning-rate conjecture for a binary symmetric cascade
Huleihel et al.'s conjecture. In the regime , the optimal learning rate of the student is
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Symmetric test-channel optimality conjecture for the DSBS
Symmetric test-channel optimality conjecture. Due to symmetry, this choice of is conjectured to be optimal, up to time sharing.
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Binary-alphabet conjecture for the optimal auxiliary random variable
Let be the auxiliary random variable in the feedback-based collaborative secrecy encoding problem over binary symmetric channels. The preceding result establishes that can…