David Boyle

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

Achievements

🌍 Conference Polyglot (3) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

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

Keywords

differential privacy (1) speech separation (1) privacy preservation (1) automatic speech recognition (1) distributional reinforcement learning (1) trajectory tracking (1) uncertainty estimation (1) quadrotor control (1) paralinguistic information (1) contraction metric (1) discretization module (1) paralinguistic privacy (1) aerodynamic disturbance (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