2025 Simons Collaboration on the Theory of Algorithmic Fairness Annual Meeting
Invitation Only
Meeting Goals:
The Simons Collaboration on the Theory of Algorithmic Fairness aims to establish firm mathematical foundations, through the lens of computer science theory, for the burgeoning area of algorithmic fairness.
The 2025 annual meeting will explore recent advances in the field from a multidisciplinary perspective featuring both theoretical work as well as research from outside the collaboration with the purpose of inspiring new research directions and connections.
In addition to more traditional challenges in algorithmic fairness, the annual meeting will spotlight the revolutionary technologies reshaping the world, with a special emphasis on generative AI. These technologies raise new concerns about potential discrimination, which should be rigorously formalized and addressed.
Speakers:
Boaz Barak, Harvard University
Constantinos Daskalakis, MIT
Kate Donahue, MIT
Hoda Heidari, CMU
Manish Raghavan, MIT
Adam Tauman Kalai, Open AI
Richard Zemel, Columbia University
Annette Zimmermann, University of Wisconsin-Madison
Previous Meetings:
• 2022 Annual Meeting
• 2023 Annual Meeting
• 2024 Annual Meeting
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Thursday, February 6
8:30-9:30 AM Breakfast & Check-in 9:30-10:30 AM Meeting Program 10:30-11:00 AM Break 11:00-12:00 PM Meeting Program 12:00-1:00 PM Lunch 1:00-2:00PM Meeting Program 2:00-2:30 PM Break 2:30-3:30 PM Meeting Program 3:30-4:00 PM Break 4:00-5:00 PM Meeting Program 5:00 PM Day 1 Concludes Friday, February 7
8:30 - 9:30 AM Breakfast & Check-in 9:30 - 10:30 AM Meeting Program 10:30 - 11:00 AM Break 11:00 - 12:00 PM Meeting Program 12:00 - 1:00 PM Lunch 1:00-2:00 PM Meeting Program 2:00 PM Day 2 Concludes -
Participation in the meeting falls into the following four categories. An individual’s participation category is communicated via their letter of invitation.
Group A – PIs and Speakers
Economy Class: For flights that are three hours or less to your destination, the maximum allowable class of service is Economy class.
Premium Economy Class: For flights where the total air travel time (excluding connection time) is more than three hours and less than seven hours per segment to your destination, the maximum allowable class of service is premium economy.
Business Class: When traveling internationally (or to Hawaii/Alaska) travelers are permitted to travel in Business Class on those segments that are seven hours or more. If the routing is over budget, a premium economy or mixed-class ticket will be booked.Group B – Funded Participants
The foundation will arrange and pay for round-trip air or train travel to the conference as well as hotel accommodations and reimbursement of local expenses. Economy-class airfare will be booked for all flights.
Group C – Unfunded Participants
Individuals in Group C will not receive financial support, but are encouraged to enjoy all conference-hosted meals.
Group D – Remote Participants
Individuals in Group D will participate in the meeting remotely.
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Air and Rail
For funded individuals, the foundation will arrange and pay for round-trip travel from their home city to the conference.
All travel and hotel arrangements must be booked through the Simons Foundation’s preferred travel agency.
Travel Deviations
The following travel specifications are considered deviations and will only be accommodated if the cost is less than or equal to the amount the Simons Foundation would pay for a standard round-trip ticket from your home city to the conference city:
- Preferred airline
- Preferred travel class
- Specific flights/flight times
- Travel dates outside those associated with the conference
- Arriving or departing from an airport other than your home city or conference city airports, i.e. multi-segment or triangle trips.
All deviations must be reviewed and approved by the Simons Foundation and, if the cost is in excess of what would normally be paid, a reimbursement quote must be obtained through the foundation’s travel agency before proceeding to booking and paying for travel out of pocket. All reimbursements for travel booked directly will be paid after the conclusion of the meeting.
Changes After Ticketing
All costs related to changes made to ticketed travel are to be paid for by the participant and are not reimbursable. Please contact the foundation’s travel agency for further assistance.
Personal & Rental Cars
Personal car and rental trips over 250 miles each way require prior approval from the Simons Foundation via email.
Rental cars must be pre-approved by the Simons Foundation.
The James NoMad Hotel offers valet parking. Please note there are no in-and-out privileges when using the hotel’s garage, therefore it is encouraged that participants walk or take public transportation to the Simons Foundation.
Hotel
Funded individuals who require hotel accommodations are hosted by the foundation for a maximum of three nights at The James NoMad Hotel, arriving one day before the meeting and departing one day after the meeting.
Any additional nights are at the attendee’s own expense. To arrange accommodations, please register at the link included in your invitation.
The James NoMad Hotel
22 E 29th St
New York, NY 10016
(between 28th and 29th Streets)
https://www.jameshotels.com/new-york-nomad/For driving directions to The James NoMad, please click here.
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Overview
In-person participants will be reimbursed for meals and local expenses including ground transportation. Expenses should be submitted through the foundation’s online expense reimbursement platform after the meeting’s conclusion.
Expenses accrued as a result of meetings not directly related to the Simons Foundation-hosted meeting (a meeting held at another institution, for example) will not be reimbursed by the Simons Foundation and should be paid by other sources.
Below are key reimbursement takeaways; a full policy will be provided with the final logistics email circulated approximately 2 weeks prior to the meeting’s start.
Meals
The daily meal limit is $125; itemized receipts are required for expenses over $24 USD. The foundation DOES NOT provide a meal per diem and only reimburses actual meal expenses up the following amounts.
- Breakfast $20
- Lunch $30
- Dinner $75
Allowable Meal Expenses
- Meals taken on travel days (when you traveled by air or train).
- Meals not provided on a meeting day, dinner on Friday for example.
- Group dinners consisting of fellow meeting participants paid by a single person will be reimbursed up to $75 per person and the amount will count towards each individual’s $125 daily meal limit.
Unallowable Meal Expenses
- Meals taken outside those provided by the foundation (breakfast, lunch, breaks and/or dinner).
- Meals taken on days not associated with Simons Foundation-coordinated events.
- Minibar expenses.
- Meal expenses for a non-foundation guest.
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Ubers, Lyfts, taxis, etc., taken to and from restaurants in Manhattan.
- Accommodations will be made for those with mobility restrictions.
Ground Transportation
Expenses for ground transportation will be reimbursed for travel days (i.e. traveling to/from the airport or train station) as well as subway and bus fares while in Manhattan are reimbursable.
Transportation to/from satellite meetings are not reimbursable.
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Attendance
In-person participants and speakers are expected to attend all meeting days. Participants receiving hotel and travel support wishing to arrive on meeting days which conclude at 2:00 PM will be asked to attend remotely.
Entry & Building Access
Upon arrival, guests will be required to show their photo ID to enter the Simons Foundation and Flatiron Institute buildings. After checking-in at the meeting reception desk, guests will be able to show their meeting name badge to re-enter the building. If you forget your name badge, you will need to provide your photo ID.
The Simons Foundation and Flatiron Institute buildings are not considered “open campuses” and meeting participants will only have access to the spaces in which the meeting will take place. All other areas are off limits without prior approval.
If you require a private space to conduct a phone call or remote meeting, please contact your meeting manager at least 48-hours ahead of time so that they may book a space for you within the foundation’s room reservation system.
Guests & Children
Meeting participants are required to give 24 hour advance notice of any guests meeting them at the Simons Foundation either before or after the meeting. Outside guests are discouraged from joining meeting activities, including meals.
With the exception of Simons Foundation and Flatiron Institute staff, ad hoc meeting participants who did not receive a meeting invitation directly from the Simons Foundation are not permitted.
Children under the age of 18 are not permitted to attend meetings at the Simons Foundation. Furthermore, the Simons Foundation does not provide childcare facilities or support of any kind. Special accommodations will be made for nursing parents.
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Meeting & Policy Questions
Meghan Fazzi
Senior Manager, Events & Administration, MPS
[email protected]Travel & Hotel Support
FCM Travel Meetings & Events
[email protected]
Hours: M-F, 8:30 AM-5:00 PM ET
+1-877-300-7108