30 problems
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Time-average code-length conjecture for zero-delay LQG quantizer coding
Time-average code-length conjecture. The time-average expected codeword lengths should satisfy
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Extension of the computation-moment theorem beyond unit moments
Extension conjecture. The theorem remains true for .
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Conjecture on robust joint source-channel coding for discrete memoryless channels
Robust joint source-channel coding conjecture. If any joint source-channel code exists that achieves the target distortion on average, then there should also exist one that meets t…
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Berger's conjecture on transporting unstable processes over noisy channels
An unstable open-loop process is a first-order nonstationary autoregressive process, with the Wiener process as an important special case. Transporting such a process over a noisy…
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Optimality of the second-order term for Wyner–Ziv coding
Let Wyner–Ziv coding denote lossy source coding with decoder side information, and let the second-order term be the term appearing in Theorem. Optimality conjecture. The second-ord…
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Quadratic Gaussian second-order achievability conjecture for indirect lossy source coding
Let follow a non-degenerate joint Gaussian distribution, and consider indirect quadratic lossy source coding, with or without observed source reconstruction. Quadratic Gaus…
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Zero-delay coding conjecture for asymptotically stationary quantizer outputs
Zero-delay coding conjecture. This scheme should achieve the same bitrates predicted by Theorem IV.3(ii) of the source-coding architecture.
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Tightness of the achievability bound for entanglement-assisted source coding at high error
Consider the entanglement-assisted source-coding task and the achievability statement in Proposition. Tightness conjecture. The achievability statement in Proposition is also tight…
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Kamath's conjecture on per-message redundancy under uncertain priors
Let be the message alphabet, let , and let denote the uncertainty parameter. Suppose that messages are sent and that…
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Conjecture that is an achievability bound for source coding with quantum side information
Achievability-bound conjecture. also yields an achievability bound on the error exponent for source coding with quantum side information.
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Closed-form expression for the minimum redundancy of binary Huffman codes
Let be a source alphabet with , consisting of symbols and , with probabilities and . Let , ,…
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Exactness conjecture for the continuous-time zero-delay rate bound
Let denote the infimum mutual-information rate over generalized causal reproductions whose long-term distortion is at most , and let denote the ra…
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The impossibility of matching infinite-alphabet minimax redundancy with dynamic finite projections
Infinite-degree-of-freedom projection conjecture. The complexity of , measured by the rate at which the minimax redundancy per sample
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Worst-case redundancy conjecture under alphabet-size conditions for binary AIFV- codes
Conditional binary AIFV- redundancy conjecture. Under certain conditions on the size of the source alphabet, the worst-case redundancy of optimal binary AIFV- codes is
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Upper-bound conjecture for the redundancy of binary AIFV- codes
Binary AIFV- upper-bound conjecture. For every source, the redundancy of an optimal binary AIFV- code is at most
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Worst-case redundancy conjecture for binary AIFV- codes
Binary AIFV- redundancy conjecture. For every natural number , the worst-case redundancy of optimal binary AIFV- codes is
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Worst-case redundancy conjecture for extended binary AIFV codes
Extended AIFV redundancy conjecture. When the alphabet is sufficiently large relative to , the worst-case redundancy of optimal extended binary AIFV codes is
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Yamamoto's multi-tree conjecture for binary AIFV codes
Yamamoto's conjecture. Binary AIFV codes might attain better compression performance when more code trees are allowed to be used.
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Conjecture that distribution redundancy decreases with cutset width
Let denote the width of the cutset components, and let the distribution redundancy be the redundancy arising from approximating the lines by moment-matching reduced Markov ra…
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The Vanishment Conjecture for negligible-capacity edges in network source coding
Consider lossless source coding over networks, and call an edge negligible-capacity when, for every function and all sufficiently large , it can carry bits no…
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The gamma-factor conjecture for sparse-sequence compression
Gamma-factor conjecture. The achievability scheme can yield a multiplicative factor as small as
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Model-independent asymptotic behavior of joint source-channel coded schemes
Consider binary correlated source models with joint source-channel coded schemes that exploit the correlation at the receiver. Model-independence conjecture. Joint source-channel c…
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Perfect duality between random number generation and separate source coding
Random number generation extracts uniform randomness from a source, while separate lossless source coding compresses correlated sources using random bins; the former is typically a…
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Linear coding optimality for Markovian sources with memory
Let the source be a single or multivariate Markov source, and consider coding over finite rings in the discussed source-coding setting. Linear coding optimality conjecture. Linear…
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Conjecture on extending the separation theorem to many stationary ergodic sources
Let be the family of channels and let Theorem … can be generalized to “many” stationary ergodic sources. The conjecture proposes extending the theorem beyond the i.i.d…