refined analysis

3 papers

• Improved Regret Bounds for Gaussian Process Upper Confidence Bound in Bayesian Optimization
• Improved Regret Bounds for Gaussian Process Upper Confidence Bound in Bayesian Optimization
• Revisiting Consensus Error: A Fine-grained Analysis of Local SGD under Second-order Data Heterogeneity