Priyanka
Sharma
Director- Digital Architecture at Firmenich
"Beware of Biases"
"Beware of Biases"
10 - 5:30 AM EDT/New York (See in local time)
Add to Calendar
04//2024 5:30 AM
04//2024 05:50 AM
America/New_York
#WTGC2024
"Beware of Biases"
#WTGC2024
"Beware of Biases"
https://app.events.ringcentral.com/events/women-in-tech-global-conference-2024/reception
https://www.womentech.net/vfairs
"Beware of Biases"
"Beware of Biases"
Don’t miss out and join visionaries, innovators, and thought leaders from all over the world at the Women in Tech Global Conference.
Vote by Sharing
Unite 100 000 Women in Tech to Drive Change with Purpose and Impact.
Do you want to see this session? Help increase the sharing count and the session visibility. Sessions with +10 votes will be available to career ticket holders.
Please note that it might take some time until your share & vote is reflected.
Session: Beware of Biases
We are training these systems based on how the world is currently, rather than how we want the world to be. If you ask a machine learning system to optimize advert placement to increase click-through rate, it will do exactly that. If you give the learning system a dataset that has females click on high-paying ads less frequently, the machine learning system will learn to exploit that fact to get closer to its goal. The consequence is that machine learning systems will perpetuate, or even exacerbate existing biases.The talk will expose many real-time examples of Machine Biases and how it has impacted people.
Will also find way to identify these biases and how to minimize it.
Key Takeaways
- We live is a world which is full of unconscious biases
- Machines are learning everything from human even the unconscious bias
- These Biases are present in our data and machine are even making these biases stronger
- We should be very conscious about the fact that these biases are present and act appropriately
- On technology front we should make an active effort to reduce these biases
Bio
I am a passionate business technology leader and a digital platform architect who built managed and transformed robust and scalable technology architectures, digital assets, and systems across various industries. Beyond my profession, I'm a social enthusiast speaking in various forums and conferences and also very passionate to bring more and more women into technology.