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計(jì)算學(xué)習(xí)理論中的挑戰(zhàn)是理解學(xué)習(xí)算法的能力和局限性。

The challenge in computational learning theory is to understand the capabilities and limitations of learning algorithms.

萊斯利·瓦利安特

理論計(jì)算機(jī)科學(xué)中的挑戰(zhàn)不僅僅是解決問題，而是理解為什么它們難以解決。

"The challenge in theoretical computer science is not just to solve problems, but to understand why they are hard to solve."

什穆埃爾·溫伯格

理解計(jì)算的極限與理解數(shù)學(xué)的極限同樣重要。

"Understanding the limits of computation is as important as understanding the limits of mathematics."

什穆埃爾·溫伯格

理論計(jì)算機(jī)科學(xué)不僅僅是關(guān)于算法和數(shù)據(jù)結(jié)構(gòu)；它是關(guān)于理解計(jì)算的基本限制。

"Theoretical computer science is not just about algorithms and data structures; it's about understanding the fundamental limits of computation."

什穆埃爾·溫伯格

最好的程序是這樣寫的：計(jì)算機(jī)可以快速執(zhí)行它們，人類可以清楚地理解它們。理想情況下，程序員是一位散文家，他使用傳統(tǒng)的美學(xué)和文學(xué)形式以及數(shù)學(xué)概念來傳達(dá)算法的工作原理，并說服讀者結(jié)果是正確的。

The best programs are written so that computing machines can perform them quickly and so that human beings can understand them clearly. A programmer is ideally an essayist who works with traditional aesthetic and literary forms as well as mathematical concepts, to communicate the way that an algorithm works and to convince a reader that the results will be correct.

羅伯特·塔揚(yáng)

理解變化的唯一方法是投入其中，隨之而動，并加入舞蹈。

The only way to make sense out of change is to plunge into it, move with it, and join the dance.

約翰·麥卡錫

互聯(lián)網(wǎng)是人類建造的第一個人類自己都不理解的東西，是我們有史以來最大的無政府狀態(tài)實(shí)驗(yàn)。

The Internet is the first thing that humanity has built that humanity doesn't understand, the largest experiment in anarchy that we have ever had.

羅伯特·梅特卡夫

理解程序的最好方法是嘗試改變它。

The best way to understand a program is to try to change it.

杰克·唐加拉

形式語言和自動機(jī)的研究對于理解計(jì)算機(jī)科學(xué)的理論基礎(chǔ)至關(guān)重要。

The study of formal languages and automata is essential for understanding the theoretical underpinnings of computer science.

杰弗里·烏爾曼

計(jì)算理論為理解什么可以計(jì)算、什么不能計(jì)算提供了基礎(chǔ)。

The theory of computation provides a foundation for understanding what can and cannot be computed.

杰弗里·烏爾曼

理解計(jì)算的限制與理解計(jì)算的能力同樣重要。

Understanding the limits of computation is as important as understanding the capabilities.

杰弗里·烏爾曼

如果你不嘗試揭示看不見的東西并理解其本質(zhì)，你將無法做好領(lǐng)導(dǎo)的準(zhǔn)備。

If you don’t try to uncover what is unseen and understand its nature, you will be ill prepared to lead.

埃德溫·卡特穆爾

計(jì)算機(jī)圖形學(xué)中最重要的就是理解光以及它如何與表面相互作用。

The most important thing in computer graphics is to understand light and how it interacts with surfaces.

帕特里克·漢拉漢

人工智能的進(jìn)展不僅僅是關(guān)于算法和數(shù)據(jù)，還涉及理解智能本身的本質(zhì)。

"The progress in AI is not just about algorithms and data, but also about understanding the nature of intelligence itself."

楊立昆

我們正在邁向一個機(jī)器能夠以類似于人類的方式理解和解釋世界的世界。

"We are moving towards a world where machines will be able to understand and interpret the world in a way that is similar to how humans do."

楊立昆

人工智能的未來不僅僅是讓機(jī)器變得更聰明，還要讓它們在理解和互動上更像人類。

"The future of AI is not just about making machines smarter, but also about making them more human-like in their understanding and interaction."

楊立昆

深度學(xué)習(xí)是一種機(jī)器學(xué)習(xí)形式，它使計(jì)算機(jī)能夠從經(jīng)驗(yàn)中學(xué)習(xí)，并通過概念層次來理解世界。

"Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts."

楊立昆

大腦是一個復(fù)雜的系統(tǒng)，我們才剛剛開始理解它是如何工作的。

The brain is a complex system, and we are just beginning to understand how it works.