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The aMCL global-optimality conjecture under slow annealing
Let $T(t)$ be a temperature schedule decreasing with the training step $t$ and vanishing at the end of training. For predictors $f=(f_1,dots,f_n)$ , define the soft assignment … and…
Conjectureopenannealing multiple-choice-learning optimizationarXiv posted 2 days ago
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The critical-line conjecture for MCMC-based annealing algorithms
Consider an MCMC-based annealing algorithm, such as simulated annealing or rapid simulated annealing, applied to a planted inference problem. Let $T_\text{\tiny KS}$ be the critica…
Conjectureopenannealing mcmc planted-inferencearXiv posted 2 days ago

The aMCL global-optimality conjecture under slow annealing