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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
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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

  • September 1, 2021 - Abstract submission opens on CMT

  • October 5, 11:59 pm AoE - Abstract submission deadline

  • October 20, 2021 - Notification of abstract acceptance

  • October 20, 2021 - Application for registration fee funding and volunteering opens

  • November 5, 2021 - Registration funding application deadline

  • November 12, 2021 - Registration funding notification

  • 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:

  • Post interesting opportunities and job postings to our mailing list.

  • 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.

  • Sponsor us. See this page for more information.

  • Volunteer at one of our events. Check out our events page for up-to-date listings of events.

  • Apply to be an area chair or reviewer at WiML Workshop (see this year’s workshop website for info).

  • Take pictures at our events and share with us (tag @wimlworkshop on Twitter).

  • 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.

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!

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