In recent years, defending against adversarial examples has gained significant importance, leading to a growing body of research in this area. Among these
In this paper we introduce a graph based mathematical model that formalizes this idea and derives the main conditions under which the divide and conquer strategy enables the principal to obtain her preferred outcomes. We model a principal and a population of agents holding heterogeneous preferences ov...
These results indicate that by using smaller, distilled problem decomposition models in combination with problem solving LLMs we can achieve reasoning with cost-efficient inference and local adaptation.Divide-or-Conquer? Which Part Should You Distill Your LLM? Zhuofeng Wu†‡†, He Bai‡, ...
The name "divide and conquer" is sometimes applied also to algorithms that reduce each problem to only one subproblem, such as thebinary searchalgorithm. Because it usestail recursion, so it can be converted into simpleloops. Under this broad definition, however, every algorithm that uses recursi...
17336 3. Deep Incubation As aforementioned, training large models is typically challenging, e.g., the learning process tends to be unsta- ble, resource/data-hungry, and vulnerable to overfitting. To tackle these challenges, we propose Deep Incubation, a divide-and-...
《计算模型与算法技术教学课件》4-Divide-and-Conquer.ppt,* * * * * * * * * * * * * * Unfortunately, d is not necessarily the smallest distance between all pairs of points in S1 and S2 because a closer pair of points can lie on the opposite sides separating
However, at further and further distances away from the tumor the intensity of the radiation passing through the tissues will rapidly decrease. Larger tumors with a larger cross-sectional area will obviously require larger beams, creating a higher dose of radiation in the normal tissues. If there...
micromachines Perspective Digital PCR: Endless Frontier of 'Divide and Conquer' Peiyu Liao and Yanyi Huang * ID Beijing Advanced Innovation Center for Genomics (ICG), Biodynamic Optical Imaging Center (BIOPIC), College of Engineering, School of Life Sciences, and Peking-Tsinghua Center for Life ...