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cs.LG2026
Structure, Not Belief: Correlated Thompson Sampling from LLM-Derived Covariance in Combinatorial Semi-Bandits
Vikram Kakaria, Anish Kataria, Anany Kotawala
Combinatorial Thompson sampling (CTS) draws independent posterior samples for every arm, so its exploration dynamics ignore any relation among arms. We study a minimal change to th…
cs.LG2023★ 2 cited
Innovations in Agricultural Forecasting: A Multivariate Regression Study on Global Crop Yield Prediction
Ishaan Gupta, Samyutha Ayalasomayajula, Yashas Shashidhara +4
The prediction of crop yields internationally is a crucial objective in agricultural research. Thus, this study implements 6 regression models (Linear, Tree, Gradient Descent, Grad…