Essays about: "mdn"

Found 4 essays containing the word mdn.

  1. 1. Development as more than economic growth : A qualitative analysis on development in the African Union’s migration policy

    University essay from Stockholms universitet/Institutionen för ekonomisk historia och internationella relationer

    Author : Ayaat Abdelaziz; [2022]
    Keywords : migration policy; African Union; migration-development nexus; postcolonialism; critical development;

    Abstract : An increased global attention has been placed on the effects of migration on development, particularly in Africa, due to the increase in remittances to the continent. The African Union (AU) has negotiated multiple migration frameworks and conventions to promote development in this arena. READ MORE

  3. 2. Value at Risk Estimation with Neural Networks: A Recurrent Mixture Density Approach

    University essay from KTH/Matematik (Avd.)

    Author : William Karlsson Lille; Daniel Saphir; [2021]
    Keywords : Machine learning; Neural networks; LSTM; MDN; Mixture density; Value at Risk; VaR; Risk; Financial mathematics; Finance; Maskininlärning; Neurala nätverk; LSTM; MDN; Mixture Density; Value at Risk; VaR; Risk; Finansiell matematik; Finans;

    Abstract : In response to financial crises and opaque practices, governmental entities and financial regulatory bodies have implemented several pieces of legislature and directives meant to protect investors and increase transparency. Such regulations often impose strict liquidity requirements and robust estimations of the risk borne by a financial firm at any given time. READ MORE

  4. 3. Probabilistic Regression using Conditional Generative Adversarial Networks

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Joel Oskarsson; [2020]
    Keywords : machine learning; ml; regression; probabilistic; distribution; cgan; gan; conditional gan; adversarial networks; neural network; deep learning; f-gan; f-cgan; f-divergence; adversarial training; bimodal; heteroskedastic; mmd; maximum mean discrepancy; gmmn; generative moment matching network; conditional gmmn; ipm; kde; cgan evaluation; cgan regression; gan regression; cgan-regression; regression using gan; deep; nn; implicit; generative; conditional; model; complex noise; aleatoric; uncertainty; dctd; mdn; heteroskedastic regression; gp;

    Abstract : Regression is a central problem in statistics and machine learning with applications everywhere in science and technology. In probabilistic regression the relationship between a set of features and a real-valued target variable is modelled as a conditional probability distribution. READ MORE

  5. 4. The effect of migratory fish on freshwater ecosystem nutrient dynamics

    University essay from SLU/Dept. of Wildlife, Fish and Environmental Studies

    Author : Magnus Enbom; [2015]
    Keywords : marine-derived-nutrients; Atlantic salmon; sea trout; Baltic Sea; stable isotopes;

    Abstract : Anadromous fish are often important vectors for nutrient fluxes between marine and freshwater ecosystems. These nutrients, termed as marine-derived nutrients (MDN), enter the stream in the form of eggs, sperm, waste and adult carcasses. READ MORE