
16th Women in Machine Learning Workshop (WiML 2021)
The 16th WiML Workshop is co-located with virtual NeurIPS on Thursday, December 9th and Friday, December 10th, 2021.
Machine learning is one of the fastest growing areas of computer science research. Search engines, text mining, social media analytics, face recognition, DNA sequence analysis, speech and handwriting recognition, healthcare analytics are just some of the applications in which machine learning is routinely used.
In spite of the wide reach of machine learning and the variety of theory and applications, it covers, the percentage of female researchers is lower than in many other areas of computer science. Most women working in machine learning rarely get the chance to interact with other female researchers, making it easy to feel isolated and hard to find role models.
The annual Women in Machine Learning Workshop is the flagship event of Women in Machine Learning. This technical workshop gives female faculty, research scientists, and graduate students in the machine learning community an opportunity to meet, network and exchange ideas, participate in career-focused panel discussions with senior women in industry and academia and learn from each other. Underrepresented minorities and undergraduates interested in machine learning research are encouraged to attend. We welcome all genders; however, any formal presentations, i.e. talks and posters, are given by women. We strive to create an atmosphere in which participants feel comfortable to engage in technical and career-related conversations.
Now in its 16th year, the 2021 workshop is co-located virtually with NeurIPS.
Besides this un-workshop and annual workshop which is co-located with NeurIPS, Women in Machine Learning also organizes events such as lunch at ICML and AAAI conferences, maintains a public directory of women active in ML, profiles the research of women in ML, and maintains a list of resources for women working in ML.
Invited Speakers

Location
This workshop will be virtual.
WiML Platform
This year WiML would be on GatherTown platform. For detailed instruction, please check: https://www.gather.town/
Thursday, December 9, 2021
WiML Workshop 1 (UTC time in 24 hour format)
2:00 – 3:00
Pre-Workshop Informal Social
3:00 – 3:20
Opening Remarks – WiML 2021 organizers
3:20 – 3:30
WiML D&I Chairs Remarks
3:30 – 4:15
Invited talk – Machine Learning as a Service: The Challenges of Serving diverse client Distributions, Sunita Sarawagi
4:15 – 4:40
Contributed talk #1 – Regret minimization in heavy-tailed bandits, Shubhada Agrawal
4:45 – 5:45
Poster Session #1
5:45 – 6:15
Break
6:15 – 7:00
Invited talk – Learning physics models that generalize, Meire Fortunato
Friday, December 10, 2021
WiML Workshop 2 (UTC time in 24 hour format)
2:00 – 3:00
Speed Networking/Social
3:00 – 4:00
Social in Gather Town
4:00 – 5:05
Invited talk – The Unreasonable Effectiveness of Collaborative Research - The Masakhane Story, Jade Abbott, Perez Ogayo, Orevaoghene Ahia
5:05 – 5:30
Contributed talk #2 – Syntax-enhanced Dialogue Summarization, Seolhwa Lee
5:30 – 7:00
Social in Gather Town
WiML Workshop 3 (UTC time in 24 hour format)
10:00 – 11:00
Speed Networking/Social
11:00 – 12:45
Mentorship Roundtables I | Sponsor Expo
12:45 – 13:45
Poster Session #2 | Sponsor Expo
13:45 – 13:50
Break
13:50 – 14:35
Invited talk – Seeing the unseen: Inferring unobserved information from limited sensory data, Adriana Romero-Soriano
14:35 – 15:00
Contributed talk #3 – Causal Meta-learning by Making Informative Interventions about the Functional Form Chentian Jiang
WiML Workshop 4 (UTC time in 24 hour format)
19:00 – 19:45
Invited talk – Trustworthy Machine Learning via Logic Inference, Bo Li
19:45 – 20:10
Contributed talk #4 – A Graph Perspective on Neural Network Dynamics Fatemeh Vahedian
20:10 – 20:15
Break
20:15 – 21:55
Mentorship Roundtables II | Sponsor Expo
21:55 – 22:40
Panel Discussion: Career and Life
22:40 – 23:00
Closing Remarks
Call for Participation
WiML Workshop 2021 @ NeurIPS 16th Workshop for Women in Machine Learning
Submissions are now closed, but if you would like to participate as a volunteer, poster mentor, or social host, please apply here before November 5, 2021 to be considered!
The 16th Workshop for Women in Machine Learning (WiML) will be co-located with NeurIPS in December 2021 and will be held virtually. The workshop is a one-day event with invited speakers, oral and poster presentations. The event brings together members of the academic and industry research community for an opportunity to connect, exchange ideas, and learn from each other. Underrepresented groups and undergraduates interested in pursuing machine learning research are encouraged to participate. There will be virtual mentorship sessions to discuss current research trends and career choices in machine learning. While all presenters will identify as a woman, nonbinary or gender non-conforming, members of all gender identities are invited to attend.
All submissions must abide by the WiML Code of Conduct.
Submission page: https://cmt3.research.microsoft.com/WiML2021
Registration funding and non-author participation application: here.
IMPORTANT DATES
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September 1, 2021 - Abstract submission opens on CMT
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October 5, 11:59 pm AoE - Abstract submission deadline
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October 20, 2021 - Notification of abstract acceptance
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October 20, 2021 - Application for registration fee funding and volunteering opens
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November 5, 2021 - Registration funding application deadline
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November 12, 2021 - Registration funding notification
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December 9-10, 2021 - WiML Workshop Day
SUBMISSION INSTRUCTIONS
We strongly encourage students, postdocs, and researchers in all areas of machine learning who identify as a woman, nonbinary or gender non-conforming to submit an abstract (1 page PDF) describing new, previously, or concurrently published research. We welcome abstract submissions in theory, methodology, as well as applications. While the presenting author need not be the first author of the work, we request that the presenting author be identifying as a woman, nonbinary or gender non-conforming.
Submissions will be reviewed in a double-blind setting. Authors of accepted abstracts will be asked to present their work in a virtual poster session. A few authors will be selected to give spotlight or oral presentations. There are no formal proceedings. Abstracts are non-archival: they may describe completed research or work-in-progress.
Please refer to the detailed Submission Instructions.
REGISTRATION FEE FUNDING
Registration to the NeurIPS virtual conference is required to participate in this year's WiML workshop. Registration fee funding for NeurIPS will be available for eligible WiML participants. To qualify, the participant must be a student, postdoc, or equivalent position (equivalent positions include unemployed recent grads and early career researchers from underrepresented regions or groups), and identify as a woman, nonbinary or gender non-conforming. Priority will be given to poster presenters, workshop volunteers, and first-time attendees of NeurIPS or similar conferences. Funding recipients must participate in the WiML Workshop as either a poster presenter or volunteer as outlined in the application.
Funding and volunteering application form: Please check starting October 20, 2021 for the application link, when it will be made ready. The application deadline is November 5, 2021.
VOLUNTEERING
We are seeking volunteers to help with technical setup and virtual technology testing before and during the event, e.g., letting people into Zoom rooms, poster mentors etc. You can indicate if you can help in any way in the application form.
OTHER SUBSIDIES
We will also consider internet and equipment subsidies for the purpose of attending the workshop. Equipment may include headphones, microphones, funding to cover internet access, and anything else that might facilitate participation in the workshop. Please see the funding and volunteering application form for details.
Questions? Check out the FAQs (https://wimlworkshop.org/faq/) or reach us at workshop@wimlworkshop.org
PLATINUM SPONSORS






GOLD SPONSORS






SILVER SPONSORS






BRONZE SPONSORS




Committee
ORGANIZERS
ADVISORY
SUPER VOLOUNTEERS
Mennatullah Siam University of Alberta
Tianlin Xu London School of Economics
Weiwei Zong Henry Ford Health System & University of Michigan
Gloria Namanya Makerere University
Sharvaree Vadgama University of Amsterdam
Archana Iyer Sloan Kettering Institute
Sofia Bourhim ENSIAS-Mohammed V University
Silvia Pagliarini University of California, Los Angeles
Liyue Shen Stanford University
Maikey Khorani Salahaddin University / College of Engineering
Disha Shur Purdue University
Naiti Bhatt New York University
Patricia Robinson Stanford University
Sandareka Wickramanayake National University of Singapore
Priya Bannur University of Southern California
Varsha Kishore Cornell University
Ria Vinod Brown University, IBM Research
Niharika Vadlamudi International Institute of Information Technology, Hyderabad
Bing Zhang IBM Research
Mei Chen University of Waterloo
Kajal Puri University of Bonn, Germany
AREA CHAIRS
Deepti Ghadiyaram Facebook Research
Adriana Romero Facebook AI Research
Amita Misra IBM
Anastasiya Belyaeva MIT
Angelica Aviles-Rivero University of Cambridge
Ankita Shukla ASU
Anna Klimovskaia Susmelj Swiss Data Science Center
Anna Kruspe Technische Universität München
Besmira Nushi Microsoft Research
Buket Yüksel Koç University
Celestine Mendler-Dünner UC Berkeley
Dalin Guo UC San Diego; Twitter Inc.
Erin Grant UC Berkeley
Gintare Karolina Dziugaite ServiceNow
Ilke Demir Intel Corporation
Isabela Albuquerque Institut National de la Recherche Scientifique
Kalesha Bullard Facebook AI Research
Kuan-Ting Chen National Taiwan University
Maria Glenski Pacific Northwest National Laboratory
Mayoore Jaiswal University of Washington
Mengjiao Wang Amazon Visual Search
Nastraran Baradaran Citrix Systems
Natalia Efremova Queen Mary University London
Nesime Tatbul Intel Labs and MIT
Nezihe Merve Gürel ETH Zürich
Niha Beig Case Western Reserve University
Nora Hollenstein University of Copenhagen
Obioma Pelka University of Applied Sciences and Arts Dortmund
Pallika Kanani Oracle Labs
Peixian Liang University of Notre Dame
Pooja Sharma BIT Sindri
Rachel Cummings Georgia Tech
Samira Daruki Expedia Research
Sandhya Prabhakaran Moffitt Cancer Center
Sandya Mannarswamy Intel India
Sara Magliacane IBM Research
Sergul Aydore Amazon Web Services
Shinjini Ghosh MIT
Shuai Zhang ETH Zürich
Sima Behpour Samsung Research America
Sinead Williamson UT Austin
Spandana Gella Amazon AI
Subarna Tripathi Intel Labs
Surangika Ranathunga University of Moratuwa
Swetasudha Panda Oracle Labs
Tania Lorido-Botran Independent Researcher
Xenia Miscouridou Imperial College London
Xi Rao ETH Zürich
Xiao Zhang T-Mobile
Xun Tang Yelp
Yao Qin University of California, San Diego
FAQs
Do you have a list of members? How can I join WiML?
WiML doesn’t have “members” per se, any women working in machine learning can be part of the WiML network. We have a mailing list for anyone to post announcements of interest to the WiML network and an opt-in, necessarily incomplete directory of women working in machine learning.
How can I join the WiML mailing list?
Join the mailing list directly here.
What kind of events do you organize?
Our flagship event is the annual WiML Workshop, typically co-located with NeurIPS, a machine learning conference. We also organize an “un-workshop” at ICML, as well as small events (e.g. lunches and receptions) at other machine learning conferences, such as CoRL, COLT, etc. Check out our events page for up-to-date listings of events.
Do you have local meetups?
No, but check out WiMLDS (website, Twitter), another organization that supports women in machine learning by organizing local meetups.
How do I reach the WiML network?
Use our mailing list.
How can I sponsor WiML?
Thank you for your interest in sponsoring WiML! See this page for more information.
I am looking for an invited speaker / panelist / area chair / program committee member etc. Can WiML help me?
Use our directory of women in machine learning or post this opportunity to our mailing list.
I want to circulate a job posting. Can WiML help me?
Post directly to our mailing list.
How can I support WiML?
You can:
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Post interesting opportunities and job postings to our mailing list.
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Use our directory of women in machine learning to find invited speakers, panelists, area chairs, program committee members, etc, or post these opportunities to our mailing list.
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Sponsor us. See this page for more information.
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Volunteer at one of our events. Check out our events page for up-to-date listings of events.
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Apply to be an area chair or reviewer at WiML Workshop (see this year’s workshop website for info).
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Take pictures at our events and share with us (tag @wimlworkshop on Twitter).
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If you see us mentioned in the media, send us a link at info@wimlworkshop.org.
And many others!
How did WiML start? What's the founding story?
Hanna Wallach, Jennifer Wortman Vaughan, Lisa Wainer, and Angela Yu shared a room at NIPS 2005. Late one night, they talked about how exciting it was that there were FOUR female students at NIPS that year. They tried to list all the women in machine learning they know of and got to 10, then started talking about creating a meeting or gathering for all these women and perhaps others that they didn’t know about. Jenn, Lisa, and Hanna put together a proposal for a session at the 2006 Grace Hopper Celebration of Women in Computing that would feature talks and posters by female researchers and students in machine learning. The 1st WiML workshop was co-located with the 2006 Grace Hopper Celeberation. In 2008, WiML Workshop moved to NIPS (renamed NeurIPS in 2018) and there has been a WiML Workshop at NeurIPS every year since. In 2020, WiML introduced an “un-workshop” at ICML based on the concept of an “un-conference”, a form of discussion on a pre-selected topic that is primarily driven by participants. Read more WiML history here!
I am a man. Can I attend WiML?
Yes. Allies are welcome to attend! Note, however, that all speakers and poster presenters will primarily identify as women, nonbinary, or gender-nonconforming, as our goal is to promote them and their work within the machine learning community.
What are the mentorship roundtables?
Each table seats 8-10 people (including mentors), with two mentors leading the discussion on a particular topic at each table. WiML attendees rotate between tables every 15-20 minutes. This allows attendees to gain exposure to different topics, and mentors to meet a large number of WiML attendees.
Is WiML an archival venue?
No, WiML is a non-archival venue. This means that, if your contribution is accepted, we will not be asking you to submit a camera-ready version of it, nor will we publish it anywhere (neither online nor in proceedings of any sort). We will only make the title and authors’ names available in the program book.
I have a question that isn't answered here. How do I reach you?
We receive a lot of email. Help us help you by reaching out through the appropriate channels.
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Job posting, announcement, CFP, etc: Post directly to WiML mailing list.
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Have event pictures to share: post on Twitter and tag @wimlworkshop
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Workshop enquiries: workshop@wimlworkshop.org
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If you are a company interested in sponsoring WiML: sponsorship@wimlworkshop.org
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Any other enquiries: info@wimlworkshop.org
If you email us, don’t cc multiple email addresses — this saves us time routing your email to one mailbox, and reduces the chances of your email getting lost. Thank you in advance!