Karthik Prasad

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 6

Top Topics

Efficient Inference

Privacy Preserving Data Mining Algorithms

Differential Privacy

Top Venues

ISWC (Posters & Demos)

IEEE Data Eng. Bull.

Publications

Sayan Ghosh, Karthik Prasad, Xiaoliang Dai, Peizhao Zhang, Bichen Wu, Graham Cormode, Peter Vajda
Pruning Compact ConvNets for Efficient Inference. CoRR (2023)
Karthik Prasad, Sayan Ghosh, Graham Cormode, Ilya Mironov, Ashkan Yousefpour, Pierre Stock
Reconciling Security and Communication Efficiency in Federated Learning. IEEE Data Eng. Bull. 46 (1) (2023)
Karthik Prasad, Sayan Ghosh, Graham Cormode, Ilya Mironov, Ashkan Yousefpour, Pierre Stock
Reconciling Security and Communication Efficiency in Federated Learning. CoRR (2022)
Mani Malek, Ilya Mironov, Karthik Prasad, Igor Shilov, Florian Tramèr
Antipodes of Label Differential Privacy: PATE and ALIBI. CoRR (2021)
Ashkan Yousefpour, Igor Shilov, Alexandre Sablayrolles, Davide Testuggine, Karthik Prasad, Mani Malek, John Nguyen, Sayan Gosh, Akash Bharadwaj, Jessica Zhao, Graham Cormode, Ilya Mironov
Opacus: User-Friendly Differential Privacy Library in PyTorch. CoRR (2021)
Mani Malek Esmaeili, Ilya Mironov, Karthik Prasad, Igor Shilov, Florian Tramèr
Antipodes of Label Differential Privacy: PATE and ALIBI. NeurIPS (2021)
Kavi Mahesh, Aparna Nagarajan, Apoorva Rao Balevalachilu, Karthik Prasad
Curating Semantic Linked Open Datasets for Software Engineering. ISWC (Posters & Demos) (2013)