Mohammed Muqeeth

According to our database, Mohammed Muqeeth authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Soft Merging of Experts with Adaptive Routing.

Mohammed Muqeeth, Haokun Liu, Colin Raffel

Trans. Mach. Learn. Res., 2024

A Survey on Model MoErging: Recycling and Routing Among Specialized Experts for Collaborative Learning.

Prateek Yadav, Colin Raffel, Mohammed Muqeeth, Lucas Caccia, Haokun Liu, Tianlong Chen, Mohit Bansal, Leshem Choshen, Alessandro Sordoni

CoRR, 2024

Learning to Route Among Specialized Experts for Zero-Shot Generalization.

Mohammed Muqeeth, Haokun Liu, Yufan Liu, Colin Raffel

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models.

Nikhil Kandpal, Brian Lester, Mohammed Muqeeth, Anisha Mascarenhas, Monty Evans, Vishal Baskaran, Tenghao Huang, Haokun Liu, Colin Raffel

Proceedings of the International Conference on Machine Learning, 2023

2022

Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning.

Haokun Liu, Derek Tam, Mohammed Muqeeth, Jay Mohta, Tenghao Huang, Mohit Bansal, Colin Raffel

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022