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Amer Sinha
Observed name:
Sinha, Amer
Institution:
University of Hong Kong
Observed institutions:
Google (United States),
University of Hong Kong
ORCID:
0009-0001-9504-6970
Observed ORCID:
0009-0001-9504-6970
OpenAlex ID:
A5009681615
Crosslingual Capabilities and Knowledge Barriers in Multilingual Large Language Models
2024
·
Chua, Lynn
, Ghazi, Badih
, et al.
·
arXiv (Cornell University)
·
32
PDF
VaultGemma: A Differentially Private Gemma Model
2025
·
Sinha, Amer
, Mesnard, Thomas
, et al.
·
arXiv (Cornell University)
·
24
PDF
Mind the Privacy Unit! User-Level Differential Privacy for Language Model Fine-Tuning
2024
·
Chua, Lynn
, Ghazi, Badih
, et al.
·
arXiv (Cornell University)
·
22
PDF
Scaling Laws for Differentially Private Language Models
2025
·
McKenna, Ryan
, Huang, Yangsibo
, et al.
·
arXiv (Cornell University)
·
16
PDF
Differentially Private Aggregation in the Shuffle Model: Almost Central Accuracy in Almost a Single Message
2021
·
Ghazi, Badih
, Kumar, Ravi
, et al.
·
Research at the University of Copenhagen (University of Copenhagen)
·
16
How Private are DP-SGD Implementations?
2024
·
Chua, Lynn
, Ghazi, Badih
, et al.
·
arXiv (Cornell University)
·
9
PDF
Unlearn and Burn: Adversarial Machine Unlearning Requests Destroy Model Accuracy
2024
·
Huang, Yangsibo
, Liu, Daogao
, et al.
·
arXiv (Cornell University)
·
8
PDF
Scalable DP-SGD: Shuffling vs. Poisson Subsampling
2024
·
Lynn Chua
, Badih Ghazi
, et al.
·
neural information processing systems
·
8
PDF
Private Ad Modeling with DP-SGD
2022
·
Denison, Carson
, Ghazi, Badih
, et al.
·
arXiv (Cornell University)
·
8
PDF
Sparsity-Preserving Differentially Private Training of Large Embedding Models
2023
·
Badih Ghazi
, Yangsibo Huang
, et al.
·
neural information processing systems
·
4
PDF
Balls-and-Bins Sampling for DP-SGD
2024
·
Chua, Lynn
, Ghazi, Badih
, et al.
·
arXiv (Cornell University)
·
3
PDF
Training Differentially Private Ad Prediction Models with Semi-Sensitive Features
2024
·
Chua, Lynn
, Cui, Qiliang
, et al.
·
arXiv (Cornell University)
·
3
PDF
VeriCUA: Verification as Agentic Exploration for Computer-Using Agents
2026
·
Sun, Qiushi
, Yu, Da
, et al.
·
arXiv (Cornell University)
PDF
Bridging the Privacy Accounting Gap in DP-SGD
2025
·
Lynn Chua
, Badih Ghazi
, et al.
·
Journal of Privacy and Confidentiality
PDF
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Works count:
15
Citation count:
5,655
H-index:
8
I10-index:
6
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