Haaris Mehmood

According to our database, Haaris Mehmood authored at least 4 papers between 2022 and 2024.

Collaborative distances:

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

2024

DP-DyLoRA: Fine-Tuning Transformer-Based Models On-Device under Differentially Private Federated Learning using Dynamic Low-Rank Adaptation.

Jie Xu, Karthikeyan Saravanan, Rogier van Dalen, Haaris Mehmood, David Tuckey, Mete Ozay

CoRR, 2024

2023

Privacy-preserving Federated Learning and its application to natural language processing.

Balázs Nagy, István Hegedüs, Noémi Sándor, Balázs Egedi, Haaris Mehmood, Karthikeyan Saravanan, Gábor Lóki, Ákos Kiss

Knowl. Based Syst., 2023

Consistency Based Unsupervised Self-Training for ASR Personalisation.

Jisi Zhang, Vandana Rajan, Haaris Mehmood, David Tuckey, Pablo Peso Parada, Md Asif Jalal, Karthikeyan Saravanan, Gil Ho Lee, Jungin Lee, Seokyeong Jung

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

FedNST: Federated Noisy Student Training for Automatic Speech Recognition.

Haaris Mehmood, Agnieszka Dobrowolska, Karthikeyan Saravanan, Mete Ozay

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022