Some Open Problems:尽管基于 classic machine learning theory 会认为深度学习会出现严重的过拟合, 但是实际上深度学习通常能够表现地很好, 这说明存在着某种潜在的 regularizing effect, 例如 SGD 本身. 然而 value-based method 事实上不是 gradient descent, 因此一个可能的研究方向就是这样的一种 "magic" 是否在 ...
Such problems cannot therefore be considered as open. The second line of study really consists of open problems. Different parts of the book give rise to these open problems and some of them might be both long term and difficult ones.Alain Léger...
第三部分 语音语言处理Open problems in speechand language processing 第一,这里包含的方向有speech recognition(speech"words), natural language understanding (words"meaning), naturallanguage generation (meaning"words),speech synthesis (words"speech), andmachine translation (words in L1"wordsin L2)。主要用...
A Survey on Global LiDAR Localization: Challenges, Advances and Open Problems笔记(一) 扶摇 Robotics 4 人赞同了该文章 昨天看了马君驿博士的公开课,课上他推荐了这篇综述,所以今天就赶紧开始看了,文章很新今年刚发的,一共55页,分为七个章节。一个上午才粗略了的看完了第一章的部分,也做了一些笔记,记录...
Blodgett SL, Barocas S, Daumé III H, Wallach H (2020) Language (technology) is power: a critical survey of “bias” in nlp. In: ACL Bo A, Peng S, Xinming T, Alimu N (2011) Spatio-temporal visualization system of news events based on gis. In: Communication software and networks ...
We also provide the open research problems not addressed within each application. Finally, we conclude with a summary and suggestions to the research community in Section 4. Access through your organization Check access to the full text by signing in through your organization. Access through your...
A multicloud architecture is when an organization uses multiple public or private cloud services from different providers in its technology stack. The benefits of a multicloud setup often depend on the level of integration among the cloud providers and services. In a basic multicloud scenario, ente...
David FrigeriManaging director and East Coast AI strategy leader, Slalom 2. Framing the ML problem In a rush to build models, organizations might bypass the tricky task of framing a problem that ML can address. "We start the conversation with our clients with the simple notion of loving the...
Theory and algorithm design of RC systems The core idea of RC is to design and use a dynamical system as reservoir that adaptively generates signal basis according to the input data and combines them in some optimal way to mimic the dynamic behavior of a desired process. Under this angle, ...
In the healthcare industry, as in many other sectors, HR provides key input that influences organizational strategy and decision-making, helping providers solve problems more intentionally. For instance, instead of rushing to fix staffing shortages by hiring externally, HR might recommend changes to ...