Abstract: This article proposes distributed algorithms free of Hessian for both time-invariant and time-varying optimization (TVO) problems. To this end, a subsystem is introduced to estimate the ...
Live visualization for GEPA prompt-optimization runs. Renders the candidate tree as a force-directed graph so you can watch prompts evolve over a pareto frontier in real time. Big nodes are candidates ...
Abstract: Joint optimization, which jointly optimizes compression and machine vision algorithms, is widely regarded as an effective strategy for enhancing compression performance in the field of ...
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