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X-ORIGINAL-URL:https://www.mdtechcouncil.com/membership/events
X-WR-CALDESC:Events for 
BEGIN:VEVENT
DTSTART;TZID=America/New_York:20190410T180000
DTEND;TZID=America/New_York:20190410T200000
DTSTAMP:20260428T205159
CREATED:20190501T160142Z
LAST-MODIFIED:20190501T160142Z
UID:1080-1554919200-1554926400@www.mdtechcouncil.com
SUMMARY:Human-Centered Machine Learning
DESCRIPTION:Our April meetup features a presentation\, Human-Centered Machine Learning\, by Patrick Hall of H2O.ai. Doors open at 6 pm. After a half-hour of networking and refreshments courtesy of meetup sponsor Allegis Group\, our program starts at 6:30 pm. \nPatrick’s presentation illustrates how to combine innovations from several sub-disciplines of machine learning research to train understandable\, observationally fair\, trustable\, and accurate predictive modeling systems. Techniques from research into fair models\, directly interpretable Bayesian or constrained machine learning models\, and post-hoc explanations can be used to train transparent\, observationally fair\, and accurate models. Additional techniques from fairness research can be used to check for disparate impact in model predictions and to preprocess data and post-process predictions to ensure the demographic parity of predictive models. Finally\, new testing and debugging techniques can increase the trustworthiness of model predictions on unseen data. These techniques create a new and truly human-centered type of machine learning suitable for use in business- and life-critical decision support. \n
URL:https://www.mdtechcouncil.com/membership/events/calendar/human-centered-machine-learning/
LOCATION:ETC Baltimore  101 N. Haven Street 3rd Floor · Baltimore\, mdE\, 101 N Haven Street 3rd Floor\, Baltimore\, MD\, United States
GEO:39.2941707;-76.5622792
X-APPLE-STRUCTURED-LOCATION;VALUE=URI;X-ADDRESS=ETC Baltimore  101 N. Haven Street 3rd Floor · Baltimore mdE 101 N Haven Street 3rd Floor Baltimore MD United States;X-APPLE-RADIUS=500;X-TITLE=101 N Haven Street 3rd Floor:geo:-76.5622792,39.2941707
CATEGORIES:Life Science
ORGANIZER;CN="Seth%20Grimes":MAILTO:grimes@altaplana.com
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