Sivakanth Gopi
12 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(6)
🌉
Interdisciplinary Bridge
🔥
Unstoppable
(6)
💎
Century Club
(12)
Conferences
COLT (4)
ICLR (3)
NIPS (3)
ICML (2)
Top co-authors
Research topics
Keywords
differential privacy
(6)
stochastic gradient descent
(1)
convex optimization
(1)
information extraction
(1)
privacy-preserving learning
(1)
markov chain monte carlo
(1)
hypothesis testing
(1)
empirical risk
(1)
exponential mechanism
(1)
local privacy
(1)
mixing time
(1)
gradient norm
(1)
private training
(1)
log-concave distribution
(1)
proximal sampler
(1)
stochastic method
(1)
text datum
(1)
langevin algorithm
(1)
distribution estimation
(1)
gaussian differential privacy
(1)
Papers
DiscQuant: A Quantization Method for Neural Networks Inspired by Discrepancy Theory
COLT 2025
Differentially Private Synthetic Data via Foundation Model APIs 2: Text
ICML 2024
Differentially Private Synthetic Data via Foundation Model APIs 1: Images
ICLR 2024
Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation
ICLR 2024
Algorithmic Aspects of the Log-Laplace Transform and a Non-Euclidean Proximal Sampler
COLT 2023
Private Convex Optimization via Exponential Mechanism
COLT 2022
Differentially Private Fine-tuning of Language Models
ICLR 2022
Fast and Memory Efficient Differentially Private-SGD via JL Projections
NIPS 2021
Numerical Composition of Differential Privacy
NIPS 2021
Differentially Private n-gram Extraction
NIPS 2021
Locally Private Hypothesis Selection
COLT 2020
Differentially Private Set Union
ICML 2020