investigator at the McGovern Institute for Brain Research, director of the Center for Brains, Minds, and Machines (CBMM), and the Eugene McDermott Professor in Brain and Cognitive Sciences. "We still do not understand why it works. Atheoretical frameworkis taking form, and I believe that we ...
Every of them is a field by itself. I understand the desire of aunified and generic frameworkhowever I can imagine that there is a risk of diluting the message. c) weak point: expansion property没在real dataset. 做实验 期待some evidence of expansion property for achosen deep neural networko...
Analysis of classifiers' robustness to adversarial perturbations , we propose a theoretical framework for analyzing the robustness of classifiers to adversarial perturbations, and study two common families of classifiers. ... A Fawzi,O Fawzi,P Frossard - 《Machine Learning》 被引量: 62发表: 2018年...
Towards a Theoretical Framework of Out-of-Distribution Generalization (Neurips 2021) 记ρ(P,Q)为关于两个分布的对称距离(如L2距离,TV距离和对称KL距离),特征ϕ的变化度由下式定义 e和e'代表不同的域,花写E代表域的集合 意思是域和域之间类内特征分布的最大距离。如果上述这个量小于ϵ,则称特征ϕ在...
The second phase is data handling operation using MapReduce framework. Third phase deals with decision-making which is an important step to classify the events and produce the decisions accurately. To do this, machine learning concept of deep learning algorithms is used and it produces the ...
H. P. Phan, "Unifying different theories of learning: theoretical framework and empirical evidence," Educational Psychology, vol. 28, no. 3, pp. 325-340, 2008.Phan, H. P. (2008a). Unifying different theories of learning: Theoretical framework and empirical evidence. Educational Psychology, ...
Collaborative teaching--learning: a potential framework for staff development educators. The nursing staff development educator is challenged constantly to use adult education principles when planning programs and evaluating outcomes. The educa... PA Viau - 《Journal of Nursing Staff Development Jnsd》 ...
Efficient Distributed Image Recognition Algorithm of Deep Learning Framework TensorFlow of its parallel execution, which lays a theoretical foundation for the design and implementation of the TensorFlow distributed parallel optimization algorithm. ... W Xu - 《Journal of Physics Conference》 被引量: 0发...
A theoretical framework is a foundational review of existing theories that serves as a roadmap for your own arguments.
framework has limited our ability to manipulate these microbial communities. Here we fill this gap by developing a control framework based on the new notion of structural accessibility. Our framework uses the ecological network of the community to identify minimum sets of its driver species, ...