Analyzing Query Complexity in Rank-Based Zeroth-Order Optimization
Research#Optimization🔬 Research|Analyzed: Jan 10, 2026 10:10•
Published: Dec 18, 2025 05:46
•1 min read
•ArXivAnalysis
This research paper explores the query complexities of rank-based zeroth-order optimization algorithms, focusing on smooth functions. It likely provides valuable insights for improving the efficiency of black-box optimization methods, especially in settings where gradient information is unavailable.
Key Takeaways
- •Focuses on zeroth-order optimization, which is useful when gradient information is unavailable.
- •Investigates the query complexity, a key performance metric.
- •Applies to smooth functions, a common setting in optimization.
Reference / Citation
View Original"The paper focuses on rank-based zeroth-order algorithms and their query complexities."