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Stacked Denoising Autoencoders: Learning Useful ...

thus bridging the performance gap with deep belief networks (DBN), and in several cases surpass-ing it. Higher level representations learnt in this purely unsupervised fashion also help boost the performance of subsequent SVM classifiers. Qualitative exp eriments show that, contrary to ordi-

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Domain-Adversarial Training of Neural Networks

www.jmlr.org

cross-domain transfer is one for which an algorithm cannot learn to identify the domain of ... trian image descriptors that are suitable for retrieval and veri cation. We apply domain- ... While the above approaches perform unsupervised domain adaptation, there are ap- ...

  Cross, Image, Domain, Unsupervised, Unsupervised domain

Random Search for Hyper-Parameter Optimization

www.jmlr.org

RANDOM SEARCH FOR HYPER-PARAMETER OPTIMIZATION search is used to identify regions in Λthat are promising and to develop the intuition necessary to choose the sets L(k).A major drawback of manual search is the difficulty in reproducing results.

  Parameters

Neural Architecture Search: A Survey

www.jmlr.org

Deep Learning has enabled remarkable progress over the last years on a variety of tasks, such as image recognition, speech recognition, and machine translation. One crucial aspect ... operations like depthwise separable convolutions (Chollet, 2016) or dilated convolutions (Yu

  Learning, Convolutions, Separable, Depthwise, Depthwise separable convolutions

Weisfeiler-Lehman Graph Kernels

www.jmlr.org

Weisfeiler-Lehman sequence of graphs, including a highly efficient kernel comparing subtree-like patterns. Its runtime scales only linearly in the number of edges of the graphs and the length of the Weisfeiler-Lehman graph sequence. In our experimentalevaluation, our kernels outperform

  Lehman

Adaptive Subgradient Methods for Online Learning and ...

www.jmlr.org

Keywords: subgradient methods, adaptivity, online learning, stochastic convex optimization 1. Introduction In many applications of online and stochastic learning, the input instances are of very high di-mension, yet within any particular instance only a …

  Methods, Learning

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Assessment and Intervention of Executive Functions

www.ksha.org

Sep 27, 2019 · Model the use of the strategy during the task Practice with the client (while verbalizing the strategy) Cue as necessary (written or verbal, errorless learning) Fade verbalizations Consider generalization of strategy (Sohlberg& Mateer, 2001, pg. 257) Prediction of performance and review of performance are CRITICAL components,

  Assessment, Performance, Interventions, Strategy, The strategy, Assessment and intervention

DIVERSITY EQUITY AND INCLUSION

www.fdic.gov

strategy based on actionable data. a. Modernize the Diversity and Inclusion Analytics Dashboard to provide actionable management data in an easy-to-read format. b. Identify key performance indicators that measure success and identify opportunities, and report at least quarterly to the Diversity and Inclusion Executive Advisory Council.

  Performance, Strategy

The Fresh Connection - SAS

www.sas.com

Bridging the gap from strategy to execution Creating alignment To create alignment by tapping into the full learning & development potential of your people: • Class room learning (10%) • Learning from colleagues (20%) • Learning by doing (70%) A learning experience up to 10 times as effective traditional programmes

  Strategy, Bridging

Techniques for Effective Knowledge Management

armypubs.army.mil

to help manage knowledge in their organizations; bridging the art of command and the science of control through knowledge management. What individuals and small elements know that could help others cannot be widely shared without the

  Bridging

Gender Differences in Mathematics Achievement and ...

files.eric.ed.gov

technology, and mathematics education (STME) is global, it is believed that bridging gender gap is one major way of achieving egalitarianism and enhancing human development. There is need therefore to give boys and girls exactly the same opportunities and challenges. It is in the light of the above that this study used problem-

  Mathematics, Differences, Gender, Achievement, Bridging, Gender differences in mathematics achievement and

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