Search Results for author: Akash Bharadwaj

Found 5 papers, 2 papers with code

When does the student surpass the teacher? Federated Semi-supervised Learning with Teacher-Student EMA

no code implementations24 Jan 2023 Jessica Zhao, Sayan Ghosh, Akash Bharadwaj, Chih-Yao Ma

Semi-Supervised Learning (SSL) has received extensive attention in the domain of computer vision, leading to development of promising approaches such as FixMatch.

Federated Learning Image Classification +1

Opacus: User-Friendly Differential Privacy Library in PyTorch

3 code implementations25 Sep 2021 Ashkan Yousefpour, Igor Shilov, Alexandre Sablayrolles, Davide Testuggine, Karthik Prasad, Mani Malek, John Nguyen, Sayan Ghosh, Akash Bharadwaj, Jessica Zhao, Graham Cormode, Ilya Mironov

We introduce Opacus, a free, open-source PyTorch library for training deep learning models with differential privacy (hosted at opacus. ai).

PanPhon: A Resource for Mapping IPA Segments to Articulatory Feature Vectors

1 code implementation COLING 2016 David R. Mortensen, Patrick Littell, Akash Bharadwaj, Kartik Goyal, Chris Dyer, Lori Levin

This paper contributes to a growing body of evidence that{---}when coupled with appropriate machine-learning techniques{--}linguistically motivated, information-rich representations can outperform one-hot encodings of linguistic data.

NER

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