Karthik Prasad
SOFTWARE ENGINEER | MENLO PARK, UNITED STATES
Karthik is an engineer at Facebook AI, working on Privacy Preserving AI and efficient ML models research. Prior to this, he worked on NLP for Search at Facebook with a focus on short-text representations and query understanding.
Research Areas
Karthik's Work
Karthik's Publications
August 08, 2022
RESEARCH
CORE MACHINE LEARNING
Opacus: User-Friendly Differential Privacy Library in PyTorch
Ashkan Yousefpour, Akash Bharadwaj, Alex Sablayrolles, Graham Cormode, Igor Shilov, Ilya Mironov, Jessica Zhao, John Nguyen, Karthik Prasad, Mani Malek, Sayan Ghosh
August 08, 2022
October 29, 2021
ML APPLICATIONS
Antipodes of Label Differential Privacy: PATE and ALIBI
Mani Malek, Ilya Mironov, Karthik Prasad, Igor Shilov, Florian Tramer
October 29, 2021
Product experiences
Foundational models
Product experiences
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Foundational models
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