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Do Machines Learn Fairness?

14:50 - 15:20 (GMT+02:00)
04 November 2021
Keynote
Add to calendar 11/04/2021 14:50 11/04/2021 15:20 Europe/Bucharest Do Machines Learn Fairness? - DevCon Live 2021

Speakers:
Ina Iovitoiu, Data Scientist Lead Consultant at ThoughtWorks Romania

Click here to view more details about this session.
Online contact@catalyst.ro aKyOfPFEVzRHclXpWmTW75232

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As AI becomes more and more present in our everyday lives, we rely on it to bring objective, unprejudiced, fair decisions, enhancing the ability of the human mind. But what is fairness? Could we define a single universal metric that quantifies this and apply it to all Machine Learning problems? In this presentation I will show some of the most common biases, how they can occur in our data or algorithms and how to counter them in order to obtain a better user experience for all AI beneficiaries.

Bogdan Raduta
Bogdan Raduta
Chief Innovation Officer
ENSO Artificial Intelligence


Moderator @ Data, AI & Machine Learning



Bogdan Raduta' sessions:

02:00 - 02:00 (GMT1)
Jan 01, 1970
Panel
Add to calendar 01/01/1970 02:00 01/01/1970 02:00 a 1 - DevCon Live 2021 1

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Online contact@catalyst.ro aKyOfPFEVzRHclXpWmTW75232

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Ina Iovitoiu
Ina Iovitoiu
Data Scientist Lead Consultant at ThoughtWorks Romania



With more than 10 years of experience around data, Ina is Data Scientist Lead Consultant at ThoughtWorks Romania. Her expertise covers various industries from Banking to Telco and Digital.
Her work is based on her deep interest in end-to-end Machine Learning pipelines, models explainability, experiment design and AI bias and fairness, for a more inclusive future.
Passionate about travel, she also enjoys reading and yoga.



Ina Iovitoiu' sessions:

10:40 - 10:50 (GMT)
Nov 04, 2021
Keynote
Add to calendar 11/04/2021 10:40 11/04/2021 10:50 Intro Speech powered by Moderator - DevCon Live 2021

Speakers:
Bogdan Raduta, Chief Innovation Officer @ENSO Artificial Intelligence

Click here to view more details about this session.
Online contact@catalyst.ro aKyOfPFEVzRHclXpWmTW75232


10:40 - 10:50 (GMT+02:00)
04 November 2021
Keynote
10:50 - 11:20 (GMT+02:00)
04 November 2021
Keynote
11:25 - 12:10 (GMT+02:00)
04 November 2021
Keynote
12:15 - 12:45 (GMT+02:00)
04 November 2021
Panel
13:00 - 14:00 (GMT+02:00)
04 November 2021
Break
14:00 - 14:45 (GMT+02:00)
04 November 2021
Keynote
Watching
Do Machines Learn Fairness?
14:50 - 15:20 (GMT+02:00)
04 November 2021
Keynote
16:15 - 16:45 (GMT+02:00)
04 November 2021
Keynote
16:50 - 17:20 (GMT+02:00)
04 November 2021
Keynote
17:25 - 18:10 (GMT+02:00)
04 November 2021
Keynote