Robustness and Flexibility in Different Learning Contexts
Balancing flexibility and robustness in machine learning: semi-parametric methods and sparse linear models
... specific learning task involves attaining the appropriate balance between flexibility and ...some learning problems for which this balance cannot be attained using standard parametric or purely ...
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Robustness from flexibility in the fungal circadian clock
... overall robustness of a regulated system ...functional robustness is a consequence of the greater evolutionary flexibility conferred on the circuit by the interlocking loop ...
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Block Interleaved Frequency Division Multiple Access for Power Efficiency, Robustness, Flexibility, and Scalability
... high flexibility, good robustness, low computational complexity, and a high power efficiency, especially in the ...high robustness to frequency-offsets and Doppler ...
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VLSI decoding architectures: flexibility, robustness and performance
... for example, the code can be mapped on a smaller portion of the NoC, and the unused part of the decoder can be deactivated to save energy. The percentage of late messages is directly reflected on the decoder performance, ...
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Increasing Supply Chain Robustness through Process Flexibility and Inventory
... The worst-case model also provides several other advantages compared to its stochastic counterpart. First, it is difficult and often impossible to accurately assess the probability of a plant disruption, because ...
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The Learning Flexibility Index: Assessing Contextual Flexibility in Learning Style
... of learning flexibility in Experiential Learning Theory and its relationship to integrative learning and adult ...The Learning Flexibility Index (LFI), an improvement over ...
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The robustness of mine water accounting over a range of operating contexts and commodities
... sufficient flexibility to represent water interactions and produce performance metrics of mine operations regardless of their location, climate and commodity because the choice of inputs, outputs and tasks were ...
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Transfer of Simple Task Learning is Different in Approach and Withdrawal Contexts
... approach contexts – is in correspondence with the united concept of emotions and consciousness (Alexandrov, 1999; Alexandrov & Sams, 2005) in that the approach and withdrawal memory domains provide ...
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Learning with Contexts
... 3.4.3 Group Activity Classification There exist methods for human group activity classification [70], but most of these are based on the assumption that each human in the scene has been tracked as a bounding box [71, 72]. ...
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On the Robustness of Active Learning
... Machine Learning, especially in product context, successive refinement of the algorithm is very ...Active Learning might be influenced, if data selection is done by a different network than the one ...
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The interactions and relationships of achievement motivation, interest and learning in different educational contexts
... The question of whether goal orientations are stable personal characteristics or change through time or even between situations has been long debated. Some researchers have viewed them as stable trait-like ...
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Different Contexts Lead to Different Word Embeddings
... for learning word representations has applied successfully to many NLP applica- tions, such as sentiment analysis and question ...type. Different context leads to different bias which is defined as ...
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Learning Appropriate Contexts
... The smaller the domain the greater the average model fitness. This is because it is much easier to “fit” an expression to a single point than “fit” longer sections of the graph, with fitting the whole graph being the ...
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School-based teacher collaboration: Different learning opportunities across various contexts
... The exchange of artefacts of practice such as lesson plans or ma- terials does not do justice to the complex nature of classroom in- teractions (Little, 2003). Yet, this does not imply that teachers do not learn from ...
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Lessons learned from the use of the SlideWiki OpenCourseWare platform in different learning contexts
... Overall, the SlideWiki platform has been positively received by learners and educators in all pilots, despite the technical difficulties that arose in certain cases, mostly attributed to bugs caused by the ongoing ...
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Robustness and Generalization for Metric Learning
... into different regions such that two examples in the same region are considered ...close. Robustness has been successfully used to derive generalization bounds in the classic supervised learning ...
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Acculturation through sport: different contexts different meanings
... cultural identity can be postulated through the respective motivational theories; however, from a methodological perspective it is equally possible that migrants with more integrative profiles participate in sport, or ...
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Students’ Knowledge Acquisition and Ability to Apply Knowledge into Different Science Contexts in Two Different Independent Learning Settings.
... two different learning settings: (i) guided independent learning and (ii) un-guided independent learning with independent research, in enabling students in an undergraduate Macromolecules ...
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Students’ knowledge acquisition and ability to apply knowledge into different science contexts in two different independent learning settings
... broader, richer scientific judgments many students who learned about experimental design from guided instruction strategy performed well while only a few of those children who discovered the method independently managed ...
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Learning and Changing: The Shaping of a Teacher’s Identity through Time, Across Spaces and in Different Contexts
... Australia: “Call me Nick” In Greece I had met my future wife who was a Greek-Australian. I decided to follow her to the other side of the world leaving behind the dream I worked so hard to achieve. Everyone thought that ...
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