BEGIN:VCALENDAR
VERSION:2.0
PRODID:-//CERN//INDICO//EN
BEGIN:VEVENT
SUMMARY:Random Forests
DTSTART;VALUE=DATE-TIME:20250714T093000Z
DTEND;VALUE=DATE-TIME:20250714T100000Z
DTSTAMP;VALUE=DATE-TIME:20260618T050855Z
UID:indico-contribution-178-875@events.grnet.gr
DESCRIPTION:Speakers: Nikolaos  Bakas (GRNET)\n●	Theory and construction
  of decision trees\n●	Bagging and bootstrapping techniques\n●	Random f
 eature selection\n●	Implementation and case studies\n\nhttps://events.gr
 net.gr/event/178/contributions/875/
LOCATION:
URL:https://events.grnet.gr/event/178/contributions/875/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Introduction to Ensemble Learning
DTSTART;VALUE=DATE-TIME:20250714T090000Z
DTEND;VALUE=DATE-TIME:20250714T093000Z
DTSTAMP;VALUE=DATE-TIME:20260618T050855Z
UID:indico-contribution-178-874@events.grnet.gr
DESCRIPTION:Speakers: Nikolaos Bakas (GRNET)\n●	Overview of ensemble met
 hods\n●	Benefits and challenges\n\nhttps://events.grnet.gr/event/178/con
 tributions/874/
LOCATION:
URL:https://events.grnet.gr/event/178/contributions/874/
END:VEVENT
BEGIN:VEVENT
SUMMARY:XGBoost
DTSTART;VALUE=DATE-TIME:20250714T100000Z
DTEND;VALUE=DATE-TIME:20250714T103000Z
DTSTAMP;VALUE=DATE-TIME:20260618T050855Z
UID:indico-contribution-178-873@events.grnet.gr
DESCRIPTION:Speakers: Nikolaos  Bakas (GRNET)\n●	Introduction to boostin
 g\n●	Gradient boosting framework\n●	Advantages of XGBoost over traditi
 onal methods\n●	Practical implementation and examples\n\nhttps://events.
 grnet.gr/event/178/contributions/873/
LOCATION:
URL:https://events.grnet.gr/event/178/contributions/873/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Hyperparameter Tuning
DTSTART;VALUE=DATE-TIME:20250714T103000Z
DTEND;VALUE=DATE-TIME:20250714T110000Z
DTSTAMP;VALUE=DATE-TIME:20260618T050855Z
UID:indico-contribution-178-872@events.grnet.gr
DESCRIPTION:Speakers: Nikolaos  Bakas (GRNET)\n○	Importance of hyperpara
 meter optimization\n○	Techniques for tuning Random Forests and XGBoost\n
 ○	Tools and libraries for automated tuning\n\nhttps://events.grnet.gr/ev
 ent/178/contributions/872/
LOCATION:
URL:https://events.grnet.gr/event/178/contributions/872/
END:VEVENT
END:VCALENDAR