Essays about: "Estimation OSS"

Showing result 6 - 10 of 20 essays containing the words Estimation OSS.

  1. 6. Gain Estimation using Multi-Armed Bandit Policies

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Chia-Hsuan Chou; [2021]
    Keywords : ;

    Abstract : This thesis investigates a new method to estimate the system norm using reinforcement learning. Given an unknown system, we aim to estimate its H∞- norm with a model-free approach, which involves solving a sequential input design problem. READ MORE

  3. 7. A Comparative study of data splitting algorithms for machine learning model selection

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Delwende Eliane Birba; [2020]
    Keywords : K-fold; cross-validation; Kennard-Stone algorithm; data splitting; bootstrap; overfitting; SPXY; k-faldig korsvalidering; korsvalidering; Kennard-Stone-algoritm; datapartitionering; bootstrap; överanpassning; SPXY;

    Abstract : Data splitting is commonly used in machine learning to split data into a train, test, or validation set. This approach allows us to find the model hyper-parameter and also estimate the generalization performance. In this research, we conducted a comparative analysis of different data partitioning algorithms on both real and simulated data. READ MORE

  4. 8. MobilePose: Real-Time 3D Hand Pose Estimation from a Single RGB Image

    University essay from Lunds universitet/Matematik LTH

    Author : David Larsson; Sofie Hellmark; [2020]
    Keywords : 3D hand pose estimation; real-time; Convolutional neural networks; Image analysis; Machine learning; AR; Mathematics and Statistics;

    Abstract : Estimating 3D hand poses from RGB images is a challenging task. In this work we construct efficient neural networks to regress sparse 3D skeletons consisting of 21 keypoints in the hand. Additionally heatmaps are regressed to locate the keypoints in 2D. READ MORE

  5. 9. MODELING AND OPTIMIZATION OF CUSTOMER SERVICE SYSTEMS

    University essay from KTH/Matematisk statistik

    Author : Galina Chugunova; Robert Örneving; [2020]
    Keywords : statistics; queue systems; optimisation; simulation; statistik; kösystem; optimering; simulering;

    Abstract : This project is dedicated to modelling and optimization of a queue system and personnel management in organizations and is designed as a case study of a phone customer service. Customer services have become an important part of the majority of modern business systems thanks to its role as a primary tool for communication between companies and customers. READ MORE

  6. 10. Methods for Coastal Flooding Risk Assessments : An Application in Iceland

    University essay from Uppsala universitet/Institutionen för geovetenskaper

    Author : Guðrún Elín Jóhannsdóttir; [2019]
    Keywords : Coastal flooding; sea level; sea level rise; risk assessment; hazard; Havsöversvämning; havsnivå; havsnivåhöjning; riskbedömning; fara;

    Abstract : Flood risk increases with rising sea levels and coastal settlements need to adapt to this increasing risk. For that, hazard and risk assessments are an important step. Coastal floods have caused problems in Iceland in the past and are thought to do so in the future as well. READ MORE