230112 (Thu)

7:25	Lab arrival with Harry [1]
~ 8:02	Breakfast & Literature survey
~ 10:00	OOP of Deep Ensembles [2]
~ 11:00	Meeting - RISPECT automation
~ 11:40	Discussion with LKO
~ 13:05	Lunch and coffee break
~ 13:29	Documents preparation for Scitech
~ 20:18	Manuscript : Deep Ensembles [3]
	[2]
	[3]

 

Study

[1] English listening (Learn English with Harry)

• GREAT phrases for Small Talk | Start conversations easily!
  
  • https://www.youtube.com/watch?v=GzMx4S7KbZw&feature=youtu.be

 

Research

[2] OOP of Deep Ensembles

• Class for sensitivity analysis is added
• Sobol and ANOVA methods are added
• The example implementation is as below

[3] Writing draft of manuscript

• Working title: Towards Quantifying Calibrated Uncertainty via Deep Ensembles in Missile Performance Regression Tasks
• Finished section named "Assessment of uncertainty estimation performance"
  
  • Modification of slope figure as below: