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cs.LG2026
Know When the Equation Is Wrong: Structural Uncertainty for LLM-Guided Symbolic Regression under Extrapolation
Mostafa Cham, Bayu Adhi Tama, Jianwu Wang
Large language models (LLMs) can help discover mathematical equations from data, but most LLM-guided symbolic regression methods focus on a single best equation without quantifying…
cs.LG2022★ 2 cited
Prediction of Football Player Value using Bayesian Ensemble Approach
Hansoo Lee, Bayu Adhi Tama, Meeyoung Cha
The transfer fees of sports players have become astronomical. This is because bringing players of great future value to the club is essential for their survival. We present a case…
cs.LG2020★ 1 cited
An empirical investigation of different classifiers, encoding and ensemble schemes for next event prediction using business process event logs
Bayu Adhi Tama, Marco Comuzzi, Jonghyeon Ko
There is a growing need for empirical benchmarks that support researchers and practitioners in selecting the best machine learning technique for given prediction tasks. In this pap…