Whether people really need to understand what is going on inside an AI is less clear. Intuitively, being able to follow an algorithm’s reasoning should trump being unable to. But a piece of research by academics at Harvard University, the Massachusetts Institute of Technology and the Polytechnic...
同时，如果 ChatGPT 生成的笑话距离原始的笑话版本越远，它的“有趣程度”也会跟随着发生下降，比如当询问一个关于机器学习的笑话时，ChatGPT 生成了“Why did the machine learning algorithm cross the road? To get to the other side of the training data set!”这个笑话只是对原始的 chicken 笑话的一个拙...
text = "Imbalanced Dataset" # 为每张幻灯片设置内容 slides = [slide2, slide3, slide4, slide5, slide6, slide7] content = [ "This tutorial belongs to the series How to improve the performance of a Machine Learning Algorithm.", "A balanced dataset is a dataset where each output class is...
It is optimized for machine learning tasks to reduce network traffic and overhead. 同步和计算并行 Flexible consistency models: Relaxed consistency further hides synchronization cost and latency. We allow the algorithm designer to balance algorithmic convergence rate and system efficiency. The best trade-...
算法algorithm 机器学习machine learning 深度学习deep learning 神经网络neural networks 专家系统expert systems 知识库knowledge base 计算机视觉computer vision Five years ago artificial intelligence sounded likescience fiction. 五年前人工智能听...
算法Algorithm 计算机理论Computer Theory 软件工程Software Engineering 科学计算Scientific Computing 计算机视觉Computer Vision 人机交互Human Computer Interaction 计算机体系结构Computer Architecture 1.软件工程 研究用工程化方法构建和维护有效、实...
[4]Domingos, P. (2015). The master algorithm: How the quest for the ultimate learning machine will remake our world. London: Allen Lane, 6. [5]Russell, S. J., & Norvig, P. (2022). Artificial intelligence: A modern approach. Global Edition, Pearson, 671. ...
do you think quantum optimization algorithm like QPSO could help to solve MIP problem? Quantum optimization algorithms, such as quantum particle swarm optimization (QPSO), have the potential to help solve MIP problems, but it is still an emerging field and more research is needed to fully underst...
geometry. 2004 Jun 8:253-62.[13] Muja M， Lowe DG. Fast approximate nearest neighbors with automatic algorithm configuration. VISAPP (1). 2009 Feb 4:331-40.[14] Jégou， Hervé， et al. "Product quantization for nearest neighbor search." IEEE transactions on pattern analysis and machine ...
6). This is followed by algorithm evaluations and statistical analyses (Sect. 7), comparison of methods (Sect. 8), discussion (Sect. 9), concluding statements, and future study directions in Sect. 10. Fig. 2 Overview of related studies. a ChatGPT/human data [Refs. Yu et al. (2023),...