Sökning: "model recomputation"

Hittade 2 uppsatser innehållade orden model recomputation.

1. 1. UpdateCommander: A Library for Incremental Historical Updates for Complex Data

   Master-uppsats, Uppsala universitet/Institutionen för informationsteknologi

   Författare :Oskar Åsbrink; [2023]
   Nyckelord :;

   Sammanfattning : A common goal in complex data transformation applications is the reduction of required computation. This is especially true for applications with expensive computations and frequent updates to the transformation model. LÄS MER

3. 2. Online Learning with Sample Selection

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Cong Gao; [2021]
   Nyckelord :data-driven engineering; online learning; sample selection; model recomputation; datadriven teknik; online-lärande; dataurval; omberäkning av modeller;

   Sammanfattning : In data-driven network and systems engineering, we often train models offline using measurement data collected from networks. Offline learning achieves good results but has drawbacks. For example, model training incurs a high computational cost and the training process takes a long time. LÄS MER