230109 (Mon)

7:15	Lab arrival with AEE [1]
~ 7:50	Breakfast & Literature survey
~ 9:15	Preparation of VTD ppt
~ 10:34	Administrative work
~ 12:13	Preparation of VTD ppt
~ 13:00	Lunch
~ 14:00	Cafe with HYP
~ 16:21	Manuscript - Deep Ensembles [2]

 

Study

[1] English listening (All Ears English)

• AEE 1889: What the All Ears English Team is Watching
  • https://www.youtube.com/watch?v=r4RRGBPElyY

 

Research

[2] Writing draft of manuscript

• Working title: Towards Quantifying Calibrated Uncertainty via Deep Ensembles in Missile Performance Regression Tasks
• Add summary of the meaning of this work
  • As revision style 
  • 1. First to apply DE in practical multi-output regression in the practical engineering discipline
  • 2. Comprehensive investigation on the effect of the number of NNs used for DE was conducted
  • 3. Accordingly, it was discovered that uncertainty quality degrades as the number of NNs increases.114
    Therefore, practical and simple ad-hoc calibration method for uncalibrated DE models is applied
  • 4. To be added - about extention of calibration to Bayesian optimization