Cristiana Diaconu

15 papers A* 4Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Incremental Transformer Neural Processes. CoRR Philip Mortimer, Cristiana Diaconu, Tommy Rochussen, Bruno Mlodozeniec, Richard E. Turner
2026	J	`jnl`	Probabilistic Retrofitting of Learned Simulators. CoRR Cristiana Diaconu, Miles D. Cranmer, Richard E. Turner, Tanya Marwah, Payel Mukhopadhyay
2026	J	`jnl`	Use What You Know: Causal Foundation Models with Partial Graphs. CoRR Arik Reuter, Anish Dhir, Cristiana Diaconu, Jake Robertson, Ole Ossen, Frank Hutter, Adrian Weller, Mark van der Wilk, Bernhard Schölkopf
2025	J	`jnl`	Estimating Interventional Distributions with Uncertain Causal Graphs through Meta-Learning. CoRR Anish Dhir, Cristiana Diaconu, Valentinian Mihai Lungu, James Requeima, Richard E. Turner, Mark van der Wilk
2025	A*	`conf`	Gridded Transformer Neural Processes for Spatio-Temporal Data. ICML Matthew Ashman, Cristiana Diaconu, Eric Langezaal, Adrian Weller, Richard E. Turner
2025	J	`jnl`	Walrus: A Cross-Domain Foundation Model for Continuum Dynamics. CoRR Michael McCabe, Payel Mukhopadhyay, Tanya Marwah, Bruno Régaldo-Saint Blancard, François Rozet, Cristiana Diaconu, Lucas Meyer, Kaze W. K. Wong, Hadi Sotoudeh, Alberto Bietti, Irina Espejo, Rio Fear, Siavash Golkar, Tom Hehir, Keiya Hirashima, Géraud Krawezik, François Lanusse, Rudy Morel, Ruben Ohana, Liam Holden Parker, Mariel Pettee, Jeff Shen, Kyunghyun Cho, Miles D. Cranmer, Shirley Ho
2024	A*	`conf`	Approximately Equivariant Neural Processes. NeurIPS Matthew Ashman, Cristiana Diaconu, Adrian Weller, Wessel P. Bruinsma, Richard E. Turner
2024	J	`jnl`	Approximately Equivariant Neural Processes. CoRR Matthew Ashman, Cristiana Diaconu, Adrian Weller, Wessel P. Bruinsma, Richard E. Turner
2024	J	`jnl`	Gridded Transformer Neural Processes for Large Unstructured Spatio-Temporal Data. CoRR Matthew Ashman, Cristiana Diaconu, Eric Langezaal, Adrian Weller, Richard E. Turner
2024	—	`conf`	In-Context In-Context Learning with Transformer Neural Processes. AABI Matthew Ashman, Cristiana Diaconu, Adrian Weller, Richard E. Turner
2024	J	`jnl`	In-Context In-Context Learning with Transformer Neural Processes. CoRR Matthew Ashman, Cristiana Diaconu, Adrian Weller, Richard E. Turner
2024	A*	`conf`	On conditional diffusion models for PDE simulations. NeurIPS Aliaksandra Shysheya, Cristiana Diaconu, Federico Bergamin, Paris Perdikaris, José Miguel Hernández-Lobato, Richard E. Turner, Emile Mathieu
2024	J	`jnl`	On conditional diffusion models for PDE simulations. CoRR Aliaksandra Shysheya, Cristiana Diaconu, Federico Bergamin, Paris Perdikaris, José Miguel Hernández-Lobato, Richard E. Turner, Emile Mathieu
2024	A*	`conf`	Translation Equivariant Transformer Neural Processes. ICML Matthew Ashman, Cristiana Diaconu, Junhyuck Kim, Lakee Sivaraya, Stratis Markou, James Requeima, Wessel P. Bruinsma, Richard E. Turner
2024	J	`jnl`	Translation Equivariant Transformer Neural Processes. CoRR Matthew Ashman, Cristiana Diaconu, Junhyuck Kim, Lakee Sivaraya, Stratis Markou, James Requeima, Wessel P. Bruinsma, Richard E. Turner