BEGIN:VCALENDAR
VERSION:2.0
PRODID:-//pretalx//pretalx.com//pyconde-pydata-2025//speaker//GCAKSZ
BEGIN:VTIMEZONE
TZID:Europe/Berlin
BEGIN:DAYLIGHT
DTSTART:20240424T000000
TZNAME:CEST
TZOFFSETFROM:+0200
TZOFFSETTO:+0200
END:DAYLIGHT
BEGIN:STANDARD
DTSTART:20241027T030000
RDATE:20251026T030000
TZNAME:CET
TZOFFSETFROM:+0200
TZOFFSETTO:+0100
END:STANDARD
BEGIN:DAYLIGHT
DTSTART:20250330T030000
RDATE:20260329T030000
TZNAME:CEST
TZOFFSETFROM:+0100
TZOFFSETTO:+0200
END:DAYLIGHT
END:VTIMEZONE
BEGIN:VEVENT
SUMMARY:Accuracy Is Not Enough: Building Trustworthy AI with Conformal Pre
 diction - Chris Aivazidis
DTSTART;TZID=Europe/Berlin:20250424T150000
DTEND;TZID=Europe/Berlin:20250424T154500
DTSTAMP:20260816T134501Z
UID:pretalx-pyconde-pydata-2025-UDDTBS@pretalx.com
DESCRIPTION:Building a good scoring model is just the beginning. In the ag
 e of critical AI applications\, understanding and quantifying uncertainty 
 is as crucial as achieving high accuracy. This talk highlights conformal p
 rediction as the definitive approach to both uncertainty quantification an
 d probability calibration\, two extremely important topics in Deep Learnin
 g and Machine Learning. We’ll explore its theoretical underpinnings\, pr
 actical implementations using TorchCP\, and transformative impact on safet
 y-critical fields like healthcare\, robotics\, and NLP. Whether you're bui
 lding predictive systems or deploying AI in high-stakes environments\, thi
 s session will provide actionable insights to level up your modelling skil
 ls for robust decision-making.
LOCATION:Platinum3
URL:https://pretalx.com/pyconde-pydata-2025/talk/UDDTBS/
END:VEVENT
END:VCALENDAR