Diaconu, Cristiana

6 publications

NeurIPS 2025 Estimating Interventional Distributions with Uncertain Causal Graphs Through Meta-Learning Anish Dhir, Cristiana Diaconu, Valentinian Mihai Lungu, James Requeima, Richard E. Turner, Mark van der Wilk

ICML 2025 Gridded Transformer Neural Processes for Spatio-Temporal Data Matthew Ashman, Cristiana Diaconu, Eric Langezaal, Adrian Weller, Richard E Turner

NeurIPS 2024 Approximately Equivariant Neural Processes Matthew Ashman, Cristiana Diaconu, Adrian Weller, Wessel Bruinsma, Richard E. Turner

ICLRW 2024 Guided Autoregressive Diffusion Models with Applications to PDE Simulation Federico Bergamin, Cristiana Diaconu, Aliaksandra Shysheya, Paris Perdikaris, José Miguel Hernández-Lobato, Richard E. Turner, Emile Mathieu

NeurIPS 2024 On Conditional Diffusion Models for PDE Simulations Aliaksandra Shysheya, Cristiana Diaconu, Federico Bergamin, Paris Perdikaris, José Miguel Hernández-Lobato, Richard E. Turner, Emile Mathieu

ICML 2024 Translation Equivariant Transformer Neural Processes Matthew Ashman, Cristiana Diaconu, Junhyuck Kim, Lakee Sivaraya, Stratis Markou, James Requeima, Wessel P Bruinsma, Richard E. Turner