Muslims in ML Social and Mentoring at AISTATS'25
About the Event
Following the success of our Muslim in ML workshops at NeurIPS, this AISTATS social event is a space for Muslim researchers, engineers, and practitioners in machine learning to connect, share experiences, and foster mentorship.
While centered on Muslim experiences, this event is open to all AISTATS attendees to encourage meaningful dialogue, allyship, and a more inclusive ML community.
Agenda
- Opening Remarks (5 min) – Welcome and introduction
- Networking Roundtables + Refreshments (35 min) – Small-group discussions on career growth, research challenges, and industry pathways
- Panel Discussion (40 min) – Experts share insights on ML careers, ethical AI from an Islamic perspective, and community-building
- Closing Remarks & Future Initiatives (10 min) – Mentorship programs, regional meetups, and collaborations
About Muslims in ML
Muslims In ML (MusIML) is an affinity workshop dedicated to amplifying the voices of Muslim researchers in the fields of machine learning and artificial intelligence and addressing challenges and research topics that are particularly relevant to Muslims. We focus on both the potential for advancement and harm to Muslims and those in Muslim-majority countries who religiously identify, culturally associate, or are classified by proximity, as “Muslim”.
Our Goals
The Muslims in ML Workshop aims to:
- Build a global network of Muslim researchers and professionals in ML.
- Promote research that addresses biases and challenges faced by Muslim communities.
- Provide mentorship and networking opportunities for researchers, particularly from Muslim-majority countries.
- Create space for discussions on ethical AI, inclusivity, and decolonizing AI research.
Our Mission
The MusIML workshop seeks to provide a platform for the machine learning community to engage in thoughtful discussions about the impact of artificial intelligence (AI) and machine learning (ML) technologies on Muslim individuals and communities. Our goal is to highlight both the opportunities for advancement and the risks of harm to those who identify with, are culturally connected to, or are categorized as Muslim.
We aim to foster an inclusive environment where issues related to bias, ethical concerns, and representation in AI and ML can be addressed through research, collaboration, and advocacy. By bringing together academics, professionals, and practitioners, we strive to ensure that the benefits of ML extend equitably to Muslim communities while minimizing potential harms.
Our Vision
Our vision is to create a more equitable and just future where AI and ML technologies work to uplift Muslim communities, reduce societal biases, and foster innovation that respects and values cultural, religious, and ethical differences. We envision a world where Muslims and those in Muslim-majority regions are empowered to contribute to and benefit from advancements in machine learning.
Through ongoing discussions, research, and collaborations, we aspire to create positive change by addressing systemic challenges in technology, enhancing inclusion, and advocating for fair representation of Muslims in the ML field.
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