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Kunal Talwar — most-cited papers & profile · Federated Learning
← authors
·
overview
Kunal Talwar
15
papers ·
722
citations ·
52
h-index
Apple (United States)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning Differentially Private Recurrent Language Models
2017 · 671 citations
Semi-Cyclic Stochastic Gradient Descent
2019 · 18 citations
Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers and Gradient Clipping
2023 · 5 citations
Lossless Compression of Efficient Private Local Randomizers
2021 · 4 citations
FLAIR: Federated Learning Annotated Image Repository
2022 · 4 citations
Samplable Anonymous Aggregation for Private Federated Data Analysis
2023 · 4 citations
Private Federated Statistics in an Interactive Setting
2022 · 3 citations
Differential Secrecy for Distributed Data and Applications to Robust Differentially Secure Vector Summation
2022 · 2 citations
Subspace Recovery from Heterogeneous Data with Non-isotropic Noise
2022 · 1 citations
Fast Optimal Locally Private Mean Estimation via Random Projections
2023 · 1 citations
Differentially Private Heavy Hitter Detection using Federated Analytics
2023 · 1 citations
Private Online Learning via Lazy Algorithms
2024
PINE: Efficient Norm-Bound Verification for Secret-Shared Vectors
2023
Top co-authors
Vitaly Feldman
· 7
Junye Chen
· 4
Audra McMillan
· 3
Congzheng Song
· 3
John Duchi
· 3
Omid Javidbakht
· 3
Albert Liu
· 2
David Park
· 2
Filip Granqvist
· 2
Gianni Parsa
· 2
H. Brendan McMahan
· 2
Hilal Asi
· 2
Topics
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Data Heterogeneity
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