Amer Sinha
7 papers
· 2021–2025
· 4 conferences
· across top CS/AI conferences
Achievements
🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(10)
🌈
Renaissance Researcher
(5)
❓
The Questioner
Conferences
ICML (3)
NIPS (2)
AISTATS (1)
ICLR (1)
Top co-authors
Research topics
Keywords
differential privacy
(3)
stochastic gradient descent
(1)
distributed learning
(1)
privacy-preserving learning
(1)
model training
(1)
privacy guarantee
(1)
poisson subsampling
(1)
shuffle mechanism
(1)
utility analysis
(1)
shuffle model
(1)
embedding model
(1)
gradient sparsity
(1)
private aggregation
(1)
adaptive batch linear queries
(1)
Papers
Balls-and-Bins Sampling for DP-SGD
AISTATS 2025
How Private are DP-SGD Implementations?
ICML 2024