Workshop: Women in Machine Learning
Xinyi Chen, Erin Grant, Kristy Choi, Krystal Maughan, Xenia Miscouridou, Judy Hanwen Shen, Raquel Aoki, Belén Saldías, Mel Woghiren, Elizabeth Wood
Wed, Dec 9th @ 09:40 GMT – Thu, Dec 10th @ 02:00 GMT
Abstract: The Women in Machine Learning (WiML) workshop started in 2006 as a way of creating connections within the small community of women working in machine learning in order to encourage mentorship, networking, and interchange of ideas. The workshop has attracted representatives from both academia and industry, whose talks showcase some of the cutting edge research being done by women. In addition to technical presentations and discussion, the workshop aims to incite debate on prospective research avenues and career choices for machine learning professionals. More information about WiML’s history and past events can be found at www.wimlworkshop.org. WiML workshop is overseen by the WiML Board of Directors, who select and support the organizing committee for each year’s workshop.
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To help navigate the virtual WiML Workshop @ NeurIPS 2020, we have compiled a list of important links and guidelines below:
1. All activities, such as the talks, mentorship roundtables, sponsor expo, and social events, will take place in the Gather.Town WiML world (https://neurips.gather.town/app/DbxKEp9W7yaLyK9F/wimlworkshop-neurips2020). Please fill out the participation form and accept the WiML Code of Conduct to access the Gather.Town: https://forms.gle/gEiRaZ6VnFXattv57
2. The joint affinity groups poster session will be hosted in a separate Gather.Town link (https://neurips.gather.town/app/2Ae1gXCZb4bI4MW2/affinity-groups-neurips20). *Please note that the poster session will take place on Monday, December 7th at 8:30-10:30p UTC / 3:30-5:30p EST / 12:30-2:30p PST.*
3. Asking questions in live Q&A: To ask the speaker a question, you may: (a) join Zoom by clicking the link at the top of this page; or (b) type your question directly into the Rocket.Chat at the top of this page. The moderator will monitor the chat to convey selected questions to the speaker.
4. Please refer to the WiML workshop program book for details on all the program activities: https://bit.ly/3mOgpXE
5. The Gather.Town guidelines contains information about how to make full use of your experience at Gather.Town as well as troubleshooting common technical issues: https://bit.ly/2Igp45Z
6. Finally, we’d love to hear your thoughts on the virtual workshop experience. Please fill out the exit survey at the end of the workshop and enter for a chance to win a $$25 gift card: bit.ly/3m3v0ht
-----
To help navigate the virtual WiML Workshop @ NeurIPS 2020, we have compiled a list of important links and guidelines below:
1. All activities, such as the talks, mentorship roundtables, sponsor expo, and social events, will take place in the Gather.Town WiML world (https://neurips.gather.town/app/DbxKEp9W7yaLyK9F/wimlworkshop-neurips2020). Please fill out the participation form and accept the WiML Code of Conduct to access the Gather.Town: https://forms.gle/gEiRaZ6VnFXattv57
2. The joint affinity groups poster session will be hosted in a separate Gather.Town link (https://neurips.gather.town/app/2Ae1gXCZb4bI4MW2/affinity-groups-neurips20). *Please note that the poster session will take place on Monday, December 7th at 8:30-10:30p UTC / 3:30-5:30p EST / 12:30-2:30p PST.*
3. Asking questions in live Q&A: To ask the speaker a question, you may: (a) join Zoom by clicking the link at the top of this page; or (b) type your question directly into the Rocket.Chat at the top of this page. The moderator will monitor the chat to convey selected questions to the speaker.
4. Please refer to the WiML workshop program book for details on all the program activities: https://bit.ly/3mOgpXE
5. The Gather.Town guidelines contains information about how to make full use of your experience at Gather.Town as well as troubleshooting common technical issues: https://bit.ly/2Igp45Z
6. Finally, we’d love to hear your thoughts on the virtual workshop experience. Please fill out the exit survey at the end of the workshop and enter for a chance to win a $$25 gift card: bit.ly/3m3v0ht
Chat
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Schedule
20:30 – 22:30 GMT
Joint affinity groups poster session
09:30 – 09:40 GMT
[Important Link] Gather.Town for WiML World
Wed, Dec 9th @ 09:30 GMT – Invalid date
[Important Link] Asking questions during live Q&A
Wed, Dec 9th @ 09:30 GMT – Invalid date
[Important Link] Exit survey
Wed, Dec 9th @ 09:30 GMT – Invalid date
[Important Link] Gather.Town guidelines
09:30 – 09:40 GMT
[Important Link] WiML program book
09:40 – 10:40 GMT
Informal pre-workshop social
10:40 – 10:50 GMT
Opening remarks from the WiML 2020 Organizers
Xinyi Chen, Erin Grant
10:50 – 11:00 GMT
Remarks from the WiML 2020 Diversity & Inclusion Chairs
Danielle Belgrave, Meire Fortunato
11:00 – 11:02 GMT
Introduction to invited speaker, Mihaela van der Schaar
Kristy Choi, Krystal Maughan
11:02 – 11:32 GMT
Interpretable AutoML: Powering the machine learning revolution in healthcare in the era of Covid-19 and beyond
Mihaela van der Schaar
11:32 – 11:40 GMT
Q&A for invited speaker, Mihaela van der Schaar
Mihaela van der Schaar
11:40 – 11:50 GMT
Learning rich observation models in factor graphs
Paloma Sodhi
11:50 – 12:00 GMT
Rebounding bandits for modeling satiation effects
Leqi Liu
12:00 – 13:00 GMT
Poster session #1
13:00 – 19:00 GMT
Learning generalized visual representations at Facebook
Deepti Ghadiyaram, Sophia Yan
13:00 – 19:00 GMT
Microsoft inspires young women to pursue careers in STEM
13:00 – 19:00 GMT
QuantumBlack: Revolutionizing advanced industries using machine learning
Diana Murgulet
13:00 – 19:00 GMT
Sponsor expo
13:00 – 14:00 GMT
Informal sponsor expo socials
13:00 – 19:00 GMT
Research at NVIDIA: New Core AI and Machine Learning Lab
Anima Anandkumar
13:00 – 19:00 GMT
Machine Learning at ServiceNow
Dorit Zilbershot
13:00 – 19:00 GMT
Women at DeepMind: Applying for technical roles
Feryal Behbahani, Mihaela Rosca, Kate Parkyn
13:00 – 16:00 GMT
Responsible AI for healthcare at Google
Jessica Schrouff
13:00 – 19:00 GMT
Spotlight on women at IBM Research
Lisa Amini, Francesca Rossi, Celia Cintas, Payel Das
13:00 – 19:00 GMT
Machine learning at Apple
Karla Vega
19:00 – 19:02 GMT
Introduction to invited speaker, Fernanda Viégas
Kristy Choi, Krystal Maughan
19:02 – 19:32 GMT
Communicating imperfection
Fernanda Viegas
19:32 – 19:40 GMT
Q&A for invited speaker, Fernanda Viégas
Fernanda Viegas
19:40 – 19:50 GMT
Accelerating 3D deep learning with PyTorch3D
Nikhila Ravi
19:50 – 20:00 GMT
Why language models can help with downstream tasks: A mathematical approach
Sadhika Malladi
20:30 – 22:00 GMT
Mentorship roundtables session
22:00 – 22:02 GMT
Introduction to invited speaker, Rediet Abebe
Kristy Choi, Krystal Maughan
22:02 – 22:32 GMT
Roles for computing in social justice
Rediet Abebe
22:32 – 22:40 GMT
Q&A for invited speaker, Rediet Abebe
Rediet Abebe
22:40 – 22:50 GMT
Unexpected effects of online k-means clustering
Michal Moshkovitz
22:50 – 23:00 GMT
Fairness under partial compliance
Jessica Dai
Wed, Dec 9th @ 23:00 GMT – Thu, Dec 10th @ 00:00 GMT
Poster session #2
00:00 – 00:02 GMT
Introduction to invited speaker, Anca Dragan
Kristy Choi, Krystal Maughan
00:02 – 00:32 GMT
Getting human-robot interaction strategies to emerge from first principles
Anca Dragan
00:32 – 00:40 GMT
Q&A for invited speaker, Anca Dragan
Anca Dragan
00:40 – 01:00 GMT
Concluding remarks from WiML's President
Sarah Osentoski
01:00 – 02:00 GMT