huseyinatahaninan
I am a senior researcher in the Privacy in AI group at MSR. I am working in the field of privacy-preserving ML with a particular focus on NLP applications.
MicrosoftRedmond, US
Pinned Repositories
peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
BERT-Tickets
[NeurIPS 2020] "The Lottery Ticket Hypothesis for Pre-trained BERT Networks", Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang, Zhangyang Wang, Michael Carbin
Differentially-Private-Fine-tuning-of-Language-Models
Elevater_Toolkit_IC
Toolkit for Elevater Benchmark
dp-few-shot-generation
dp-transformers
Differentially-private transformers using HuggingFace and Opacus
PyMarlin
Lightweight Deep Learning Model Training library based on PyTorch
huseyinatahaninan's Repositories
huseyinatahaninan/Differentially-Private-Fine-tuning-of-Language-Models
huseyinatahaninan/BERT-Tickets
[NeurIPS 2020] "The Lottery Ticket Hypothesis for Pre-trained BERT Networks", Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang, Zhangyang Wang, Michael Carbin
huseyinatahaninan/Elevater_Toolkit_IC
Toolkit for Elevater Benchmark