230111 (Wed)

7:20	Lab arrival with Harry [1]
~ 7:55	Breakfast & Literature survey
~ 8:50	Manuscript: Deep Ensembles [2]
~ 10:00	Administrative work
~ 11:24	AVDL meeting - newbie seminar
~ 12:10	Lunch
~ 17:15	OOP of Deep Ensembles [3]
~ 18:20	Dinner
~ 20:30	English tutoring

 

Study

[1] English listening (Learn English with Harry)

• https://www.youtube.com/watch?v=bksqw1Rmn4U

 

Research

[2] Writing draft of manuscript

• Working title: Towards Quantifying Calibrated Uncertainty via Deep Ensembles in Missile Performance Regression Tasks
• Drafting of preliminary results section named "Calibration of DE models"
  
  • Added after-calibration results as below

[3] OOP of Deep Ensembles

• OOP python programming for MLP and Deep Ensembles
  • Defiend class of MLP and DE
  • Add methods for visualizing confidence interval in DE
  • Also add Sobol Sensitivity analysis method