Essays about: "transfer learning"

Showing result 1 - 5 of 271 essays containing the words transfer learning.

  1. 1. Deep learning exotic derivatives

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Gunnlaugur Geirsson; [2021]
    Keywords : deep learning; neural networks; derivative pricing; automatic differentiation; Monte Carlo; transfer learning; structured products; risk sensitivities; valuation; autocalls;

    Abstract : Monte Carlo methods in derivative pricing are computationally expensive, in particular for evaluating models partial derivatives with regard to inputs. This research proposes the use of deep learning to approximate such valuation models for highly exotic derivatives, using automatic differentiation to evaluate input sensitivities. READ MORE

  2. 2. University-industry collaboration and its effects on innovative thinking among students

    University essay from Göteborgs universitet/Graduate School

    Author : Svenja Nadine Haller; [2020-07-22]
    Keywords : innovation; innovative thinking; university-industry collaboration; types of university-industry collaboration; industry student collaboration; knowledge transfer; real-world experience students;

    Abstract : Due to the pressure for industry to constantly innovate to keep the leading edge,companies are more and more pursuing external sources of innovation to speed upthe innovation process. University{industry collaboration, which is later referred toas UIC, enables open innovation, co-creation and the collective creation of knowledge. READ MORE

  3. 3. Machine Learning for Detecting Hate Speech in Low Resource Languages

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : David Rodriguez; Denitsa Saynova; [2020-07-08]
    Keywords : machine learning; natural language processing; BERT; cross-lingual zeroshot learning; data augmentation; hate speech; classification; Twitter;

    Abstract : This work examines the role of both cross-lingual zero-shot learning and data augmentationin detecting hate speech online for low resource set-ups. The proposedsolutions for situations where the amount of labeled data is scarce are to use alanguage with more resources during training or to create synthetic data points. READ MORE

  4. 4. What happens in expatriation, stays in expatriation - A study of how absorptive capacity enables organizational learning from repatriate knowledge

    University essay from Göteborgs universitet/Graduate School

    Author : Ebba Idsäter; Natalie Sjölander; [2020-06-29]
    Keywords : Repatriation; Absorptive capacity; Organizational learning; Repatriate knowledge management; International assignments;

    Abstract : MSc in International Business and Trade.... READ MORE

  5. 5. MAKING USE OF CHILDREN’S DIGITAL MEDIA CONSUMPTION

    University essay from Göteborgs universitet/Institutionen för pedagogik, kommunikation och lärande

    Author : Farah Khaddour; [2020-03-24]
    Keywords : Interaction in SLA; Child’s SLA;

    Abstract : Purpose: The general purpose of this study is to examine how parents can be supported in making use of their child’s digital media consumption for second language learning. In particular, a set of requirements are developed for best supporting the integration of children’s online activity into language learning activities by promoting a smooth transfer of knowledge through the spontaneous production of the target language. READ MORE