Essays about: "Antonio Matosevic"

Found 2 essays containing the words Antonio Matosevic.

  1. 1. Batch Active Learning for Deep Object Detection in Videos

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

    Author : Antonio Matosevic; [2021]
    Keywords : ;

    Abstract : Relatively recent progress in object detection can mainly be attributed to the success of deep neural networks. However, training such models requires large amounts of annotated data. This poses a two-fold problem, namely obtaining labelled data is a time-consuming process, and training models on many instances is computationally costly. READ MORE

  3. 2. On Bayesian optimization and its application to hyperparameter tuning

    University essay from Linnéuniversitetet/Institutionen för matematik (MA)

    Author : Antonio Matosevic; [2018]
    Keywords : Optimization; Bayesian statistics; Hyperparameter tuning; Machine learning;

    Abstract : This thesis introduces the concept of Bayesian optimization, primarly used in optimizing costly black-box functions. Besides theoretical treatment of the topic, the focus of the thesis is on two numerical experiments. READ MORE