Cristiana Diaconu

According to our database, Cristiana Diaconu authored at least 6 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

CoRR, July, 2025

2024

Gridded Transformer Neural Processes for Large Unstructured Spatio-Temporal Data.

Matthew Ashman, Cristiana Diaconu, Eric Langezaal, Adrian Weller, Richard E. Turner

CoRR, 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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Approximately Equivariant Neural Processes.

Matthew Ashman, Cristiana Diaconu, Adrian Weller, Wessel P. Bruinsma, Richard E. Turner

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Translation Equivariant Transformer Neural Processes.

Matthew Ashman, Cristiana Diaconu, Junhyuck Kim, Lakee Sivaraya, Stratis Markou, James Requeima, Wessel P. Bruinsma, Richard E. Turner

Proceedings of the Forty-first International Conference on Machine Learning, 2024

In-Context In-Context Learning with Transformer Neural Processes.

Matthew Ashman, Cristiana Diaconu, Adrian Weller, Richard E. Turner

Proceedings of the Symposium on Advances in Approximate Bayesian Inference, 2024