… This example shows clearly the limit of the classical gradient-based methods and motivates
the use of our solution that requires low information exchange at each time. Note that limiting …

… However, this simple exchange results in a well-behaved log-… We developed two novel
sampling schemes for the CC, … to construct increasingly more informative predictors here, we stick …

… seek to minimize the informational exchange of MXL methods … In terms of decoding, we
consider two different schemes at the … We now derive the matrix exponential learning step and …

… around a few informative modes. Inspired by the successes of replica exchange, also known
… From a probabilistic point of view, reSGLD is a discretization scheme of replica exchange …

… Abstract — How to learn informative representations from … and dictionary learning scheme
on SPD manifold for breast cancer evaluation. Tang et al. [18] present a generalized learning …

… We also compare the proposed learning schemes and the matrix exponential learning (MXL)
developed in [23]. We adjust MXL to optimize power control for comparability …

… the matrix scales … low temperature limit. We then study the decimation phase diagrams in
two concrete cases, the sparse Ising prior and the uniform prior, for which we show that matrix …

… In this scheme, agents learn how to transmit informative messages and to process the messages
during training. Then agents exchange … (7) where 𝑒𝐴◦𝐴 is the matrix exponential, 𝐴 ◦ 𝐴 …

… level aids in learning the online global power control by exchanging information about …
The 2-level DCL scheme is plotted in Fig. 6 with matrix exponential learning with incomplete …

… different specific features, which could be more informative for efficient clinical diagnosis. In
this … Zhang, “Infrared and visible image fusion scheme based on NSCT and low-level visual …