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← Authors

Matthew Ashman

6 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (8)

Conferences

ICLR (2) ICML (2) NIPS (2)

Top co-authors

Richard E Turner (3) Richard E. Turner (3) Cristiana Diaconu (3) James Requeima (2) Stratis Markou (2) Adrian Weller (2) Wessel P. Bruinsma (1) Lakee Sivaraya (1) Mark van der Wilk (1) Marlon Tobaben (1)

Research topics

Differential Privacy (1)

Keywords

neural process (2) representation learning (1) sample efficiency (1) gaussian process (1) convolutional conditional neural process (1) well-calibrated prediction (1) functional mechanism (1) simulated datum (1) differential privacy (1) equivariant deep learning (1)

Papers

A Meta-Learning Approach to Bayesian Causal Discovery ICLR 2025 Gridded Transformer Neural Processes for Spatio-Temporal Data ICML 2025 Noise-Aware Differentially Private Regression via Meta-Learning NIPS 2024 Approximately Equivariant Neural Processes NIPS 2024 Translation Equivariant Transformer Neural Processes ICML 2024 Causal Reasoning in the Presence of Latent Confounders via Neural ADMG Learning ICLR 2023