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单词 Unsupervised learning
释义

Unsupervised learning

英语例句库

The learning of connectionism,which consists mainly of supervised learning,intensive learning and unsupervised learning,is modelled after the learning of human beings.

其学习是对人类学习的模拟,主要有监督学习、强化学习和无监督学习三种。

原声例句
TED演讲(视频版)双语精选

First, we produce what Turing would have called a child machine through an unsupervised learning process.

首先,我们做了一台图灵所称的“子计算机”,采用了无监督学习过程。

两分钟论文

And please don't get this wrong, it's not like DeepMind has suddenly invented unsupervised learning, not at all.

请不要误会,这不是 DeepMind 突然就发明了无监督式学习,完全不是。

中高级英语短文

And our progress in what researchers refer to as unsupervised learning demonstrates the feasibility of building high-quality speech-to-speech translation models without any human annotations.

我们在研究人员称之为无监督学习方面的进展证明了在没有任何人工注释的情况下构建高质量语音到语音翻译模型的可行性。

TED-Ed(视频版)

However, unlike unsupervised learning, doctors and computer scientists have an active role in what happens next.

然而,与无监督学习不同,医生和计算机科学家对接下来发生的事情起着积极的作用。

TED演讲(视频版)双语精选

For example, you can ask GPT-4 a question like this, of how much time passed between these two foundational blogs on unsupervised learning and learning from human feedback.

比如,你可以问 GPT-4 这么一个问题:这两篇关于无监督学习和基于人类反馈学习的基础性博客之间相差了多长时间。

TED-Ed(视频版)

For example, when our unsupervised learning program finds groups of patients that are similar, it could send that data to a connected supervised learning program.

例如,当我们的无监督学习程序发现相似的患者组时,它可以将该数据发送到连接的监督学习程序。

TED-Ed(视频版)

There are many different ways to build self-teaching programs. But they all rely on the three basic types of machine learning: unsupervised learning, supervised learning, and reinforcement learning.

有许多不同的方法可以构建自学程序。但它们都依赖于机器学习的三种基本类型:无监督学习、监督学习和强化学习。

两分钟论文

However, there are learning techniques in the field of unsupervised learning, which means that the algorithm is given a bunch of images, or any media, and is instructed to learn on it without any additional information.

然而,在无人监督式学习领域中有这样的学习技术,即算法会拿到一堆图片或者任何媒介,并被指导如何在没有任何额外信息的情况下学习。

中文百科

非监督式学习

非监督式学习是一种机器学习的方式,并不需要人力来输入标签。它是监督式学习和强化学习等策略之外的一种选择。在监督式学习中,典型的任务是分类和回归分析,且需要使用到人工预先准备好的范例(base)。

一个常见的非监督式学习是数据聚类。在人工神经网络中,自我组织映射(SOM)和适应性共振理论(ART)则是最常用的非监督式学习。

ART模型允许集群的个数可随着问题的大小而变动,并让用户控制成员和同一个集群之间的相似度分数,其方式为透过一个由用户自定而被称为警觉参数的常数。ART也用于模式识别,如自动目标辨识和数字信号处理。第一个版本为"ART1",是由卡本特和葛罗斯柏格所发展的。

英语百科

Unsupervised learning 非监督式学习

Unsupervised learning is the machine learning task of inferring a function to describe hidden structure from unlabeled data. Since the examples given to the learner are unlabeled, there is no error or reward signal to evaluate a potential solution. This distinguishes unsupervised learning from supervised learning and reinforcement learning.

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更新时间:2025/6/23 7:47:04