Saminul Haque

6 papers · 2019–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16) ❓ The Questioner

Venues

COLT (3) ICLR (2) NeurIPS (1)

Top co-authors

John Duchi (2) Rohith Kuditipudi (1) Tatsunori Hashimoto (1) John C. Duchi (1) Qiyang Li (1) Hilal Asi (1) Thomas Steinke (1) Roger B Grosse (1) Abhradeep Guha Thakurta (1) Ke Alexander Wang (1)

Research topics

Machine Learning (6) Optimization & Theory (6) Application Areas (4) Artificial Intelligence (2) Mathematics & Optimization (2) Security & Privacy (2) Core AI (2) Differential Privacy (2) Mathematics (2) Deep Learning (1) Architectures (1) Core Methods (1)

Keywords

differential privacy (3) adversarial robustness (1) logistic regression (1) parameter estimation (1) sample complexity (1) mean estimation (1) covariance estimation (1) statistical estimation (1) importance weighting (1) distribution shift (1) robust estimation (1) label shift (1) sequential testing (1) exponential mechanism (1) convergence rate (1) minimax rate (1) convolutional network (1) lower bound (1) cross-entropy loss (1) privacy amplification (1)

Papers

Near-Exact Privacy Amplification for Matrix Mechanisms ICLR 2025 An information-theoretic lower bound in time-uniform estimation COLT 2024 Universally Instance-Optimal Mechanisms for Private Statistical 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 NeurIPS 2019