Saminul Haque
6 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)
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The Questioner
Conferences
COLT (3)
ICLR (2)
NIPS (1)
Top co-authors
Keywords
differential privacy
(2)
adversarial robustness
(1)
parameter estimation
(1)
mean estimation
(1)
covariance estimation
(1)
statistical estimation
(1)
robust estimation
(1)
sequential testing
(1)
convergence rate
(1)
minimax rate
(1)
convolutional network
(1)
lower bound
(1)
sub-gaussian distribution
(1)
lipschitz constraint
(1)
orthogonal convolution
(1)
instance optimal
(1)
time-uniform estimation
(1)
gradient attenuation
(1)
information theory
(1)
mahalanobis norm
(1)
Papers
Near-Exact Privacy Amplification for Matrix Mechanisms
ICLR 2025
Universally Instance-Optimal Mechanisms for Private Statistical Estimation
COLT 2024
An information-theoretic lower bound in time-uniform estimation
COLT 2024
A Pretty Fast Algorithm for Adaptive Private Mean Estimation
COLT 2023
Is Importance Weighting Incompatible with Interpolating Classifiers?
ICLR 2022
Preventing Gradient Attenuation in Lipschitz Constrained Convolutional Networks
NIPS 2019