Essays about: "Carles Balsells Rodas"

Found 1 essay containing the words Carles Balsells Rodas.

  1. 1. Causal discovery in conditional stationary time-series data : Towards causal discovery in videos

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

    Author : Carles Balsells Rodas; [2021]
    Keywords : Causality; Causal discovery; Neural networks; Graph neural network; Time series; Non-stationary; Orsakssamband; Kausal upptäckt; Neurala nätverk; Diagram Neurala nätverk; Tidsföljder; Icke-stationär;

    Abstract : Performing causal reasoning in a scene is an inherent mechanism in human cognition; however, the majority of approaches in the causality literature aiming for this task still consider constrained scenarios, such as simple physical systems or stationary time-series data. In this work we aim for causal discovery in videos concerning realistic scenarios. READ MORE