Search Results for author: George Runger

Found 3 papers, 0 papers with code

Attention-based Reinforcement Learning for Combinatorial Optimization: Application to Job Shop Scheduling Problem

no code implementations29 Jan 2024 Jaejin Lee, Seho Kee, Mani Janakiram, George Runger

This suggests that our method offers a promising avenue for future research and practical application in the field of job shop scheduling problems.

Combinatorial Optimization Job Shop Scheduling +2

Dynamic Exploration-Exploitation Trade-Off in Active Learning Regression with Bayesian Hierarchical Modeling

no code implementations16 Apr 2023 Upala Junaida Islam, Kamran Paynabar, George Runger, Ashif Sikandar Iquebal

Various approaches of active learning have been proposed in the literature, however, they either focus on exploration or exploitation in the design space.

Active Learning regression

Gene selection with guided regularized random forest

no code implementations28 Sep 2012 Houtao Deng, George Runger

In RRF the features are evaluated on a part of the training data at each tree node.

feature selection

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