David Boyle

4 papers · 2021–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🌈 Renaissance Researcher (5)

Venues

ICML (2) CoRL (1) Interspeech (1)

Top co-authors

Qiuchen Qian (2) Yanran Wang (2) Anna Soligo (1) Ranya Aloufi (1) Pietro Ferraro (1) James O’Keeffe (1) Hamed Haddadi (1)

Research topics

Artificial Intelligence (4) Core AI (4) Reinforcement Learning (3) Methods (3) Machine Learning (2) Robotics (1) Security & Privacy (1) Speech & Audio (1) Application Areas (1) Applications (1) Capabilities (1) Optimization & Theory (1) Privacy (1) Recognition (1)

Keywords

differential privacy (1) policy optimization (1) speech separation (1) interpretability (1) privacy preservation (1) automatic speech recognition (1) distributional reinforcement learning (1) sparsity (1) trajectory tracking (1) uncertainty estimation (1) quadrotor control (1) correlation alignment (1) paralinguistic information (1) contraction metric (1) discretization module (1) paralinguistic privacy (1) aerodynamic disturbance (1) functional module (1) global convergence rate (1) locality (1)

Papers

Inducing, Detecting and Characterising Neural Modules: A Pipeline for Functional Interpretability in Reinforcement Learning ICML 2025 Probabilistic Constrained Reinforcement Learning with Formal Interpretability ICML 2024 QuaDUE-CCM: Interpretable Distributional Reinforcement Learning using Uncertain Contraction Metrics for Precise Quadrotor Trajectory Tracking CoRL 2022 Configurable Privacy-Preserving Automatic Speech Recognition Interspeech 2021