algorithm efficiency
A measure of the effectiveness of an algorithm in terms of time complexity and space complexity, evaluating how quickly it can produce solutions relative to resource consumption.
- A Single-Loop Gradient Algorithm for Pessimistic Bilevel Optimization via Smooth Approximation
- An Improved Algorithm for Adversarial Linear Contextual Bandits via Reduction
- Depth-Supervised Fusion Network for Seamless-Free Image Stitching
- Efficient Utility-Preserving Machine Unlearning with Implicit Gradient Surgery
- Fast constrained sampling in pre-trained diffusion models
- Hierarchical Self-Attention: Generalizing Neural Attention Mechanics to Multi-Scale Problems
- Mean-Field Sampling for Cooperative Multi-Agent Reinforcement Learning
- Network two-sample test for block models
- Shapley-Based Data Valuation for Weighted $k$-Nearest Neighbors