GitHub

interactive_learning_of_single-index_models_via_stochastic_gradient_descent.md

description [ICLR 2026][Learning Theory][Single-index model] This paper proves that when learning single-index models in an interactive (bandit) environment, a naive normalized SGD equipped with ...
GitHub

optimal_and_practical_batched_linear_bandit_algorithm.md

Highlights & Insights Theory-Practice Unification: BLAE is the first batched linear bandit algorithm that achieves both minimax optimal regret (in both regimes) and outstanding practical performance, ...
IEEE

Rainfall Prediction Algorithm Over an Area in the Tropical Region Using Different Gradient Features and PWV

Abstract: Precipitable water vapor (PWV) has caught the interest of researchers for extensive study on weather prediction in recent times. Nevertheless, the prediction of rainfall cannot be solely ...
IEEE

Gradient-Enhanced Kriging-Based Parallel Efficient Global Optimization Algorithm and Its Application in Aerodynamic Shape Optimization

Abstract: The parallel efficient global optimization (EGO) algorithm was developed to leverage the rapid advancements in high-performance computing. However, conventional parallel EGO algorithm based ...