Muslims in ML
NeurIPS 2023 Workshop, New Orleans, USA.
Schedule
Our workshop will host a mix of invited talks, contributed posters, and mentorships sessions (tentative schedule below). All times are in Central Standard Time (i.e., local time in New Orleans).
| Time | Event |
|---|---|
| 8:30am - 8:45am | Registration |
| 8:45am - 9:00am | Opening remarks |
| 9:00am - 9:30am | Keynote 1: Lama Ahmad. Red Teaming Generative AI Systems |
| 9:30am - 9:45am | Contributed lightning talks |
| Kumail Alhamoud. Unraveling the Effects of Age-Based Distribution Shifts on Medical Image Classifiers | |
| Razan Baltaji. Muslim-Violence Bias Persists in Debiased GPT Models | |
| Gasser Elbanna. Towards Understanding Speaker Identity Coding in Data-driven Speech Models | |
| 9:45am - 10:05am | Coffee break |
| 10:05am - 10:35am | Keynote 2: Marzyeh Ghassemi. The Pulse of Ethical Machine Learning in Health |
| 10:35am - 11:05am | Keynote 3: Hadi Salman. Adversarial Examples Beyond Security |
| 11:05am - 11:45pm | Poster session |
| 11:45am - 12:15pm | Keynote 4: Afra Feyza Akyürek. Editing Language Models with Natural Language Feedback |
| 12:15pm - 1:00pm | Roundtable discussions |
| Table 1: How to deal with biases, stereotypes, and disinformation in ML? | |
| Table 2: Researcher growth and development as an early stage researcher | |
| Table 3: Opportunities for collaboration and building ML communities in Muslim countries | |
| Table 4: Mental health and building a supportive academic culture/community |
Posters
In-person posters
Towards Understanding Speaker Identity Coding in Data-driven Speech Models. Gasser Elbanna, Fabio Catania, Satrajit Ghosh.
Building Domain-Specific LLMs Faithful To The Islamic Worldview: Mirage or Technical Possibility? Shabaz Basheer Patel, Mohamed Kane.
Unraveling the Effects of Age-Based Distribution Shifts on Medical Image Classifiers. Kumail Alhamoud, Yasir Ghunaim, Motasem Alfarra, Philip Torr, Thomas Hartvigsen, Bernard Ghanem, Adel Bibi, Marzyeh Ghassemi.
Qalama: Towards Semantic Autocomplete System for Indonesian Quran. Rian Adam Rajagede, Kholid Haryono, Rochana Hastuti.
Muslim-Violence Bias Persists in Debiased GPT Models. Babak Hemmatian, Razan Baltaji, Lav Varshney.
Virtual posters
Explainable Identification of Hate Speech towards Islam using Graph Neural Networks. Azmine Toushik Wasi.
DGCF: Deep Graph-based Collaborative Filtering recommender system. Sofia Bourhim.
Towards Trustworthy Autonomous Ground Vehicles Design in Nigeria. Memunat A Ibrahim.
Geosemantic Surveillance And Profiling Of Abduction Locations And Risk Hotspots Using Print Media Reports. Toyib Ogunremi, Olubayo Adekanmbi, Anthony Soronnadi, David Akanji.
MED-NAS-Bench: Towards a Multi-task Neural Architecture Search Benchmark for Advancing Medical Imaging Analysis. Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smail Niar.