Filtry
Surrogate Grandparents as Actors in Intergenerational Learning
, we link the topic of intergenerational learning and surrogate grandparenthood. Thequestions we asked were: How does intergenerational learning take place? What have raised considerable interest in intergenerational le...
AM - Pedagogika a školství
- 2015 •
- Jx •
- Odkaz
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Výsledek na webu
FEDS -- Filtered Edit Distance Surrogate
This paper proposes a procedure to train a scene text recognition model using a robust learned surrogate of edit distance. The proposed method borrows from self-paced learning and filters out the training examples that are ...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2021 •
- D •
- Odkaz
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Learning Surrogates via Deep Embedding
a surrogate loss that approximates the target evaluation metric, which may be non-differentiable. The surrogate is learned via a deep embedding where the Euclidean distance setup, where a trained model is tuned using the <...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2020 •
- D •
- Odkaz
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Suitability of Modern Neural Networks for Active and Transfer Learning in Surrogate-Assisted Black-Box Optimization
Active learning plays a crucial role in black-box optimization, especially has adopted an approach called surrogate modelling, where the original black-box objective is approximated with a regression model. An active learning
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2024 •
- D •
- Odkaz
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Stealing and evading malware classifiers and antivirus at low false positive conditions
transfer and active learning for surrogate creation (FFNN-TL). We achieved goodModel stealing attacks have been successfully used in many machine learning positive rates (FPR). Antivirus products (AVs) that use machine
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2023 •
- Jimp •
- Odkaz
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Combining Gaussian Processes with Neural Networks for Active Learning in Optimization
of evaluations for replacement being an active learning task. This paper concerns surrogate modelling in the context of a surrogate-assisted variant of the continuous black-boxOne area where active learning plays ...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2021 •
- D •
- Odkaz
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Meta-Learning and Model Selection in Multiobjective Evolutionary Algorithms
Most existing surrogate based evolutionary algorithms deal with only one model selected by the authors and different models are not considered. In this paper we propose a framework which enables automatic selection of types of surrogate<...
IN - Informatika
- 2012 •
- D •
- Odkaz
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
TwinBridge platform based on BIM and surrogate model
The TwinBridge software platform combines the results of V1-V3 and the Surrogate model to an integrated diagnostic and monitoring system for the evaluation of safety and reliability of transport structures. The platform enables visualization...
Construction engineering, Municipal and structural engineering
- 2024 •
- R
Rok uplatnění
R - Software
Evolutionary Optimization of Catalysts Assisted by Neural-Network Learning
computation and learning, an application to the search for optimal catalytic materials of objective functions in this application area can be tackled through learning suitable regression models of those functions, called surrog...
IN - Informatika
- 2010 •
- D
Rok uplatnění
D - Stať ve sborníku
The Selection of Surrogate Models in Evolutionary Algorithms
In this paper we discuss the problem of the selection of surrogate models for the use with evolutionary algorithms. We compare the types of models selected by two different model selectors and discuss how the models affect the performance of...
IN - Informatika
- 2012 •
- D •
- Odkaz
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
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