Fergus Imrie
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
3
Active years
2022–2025
Best venue rank
A*
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICML | Stochastic Encodings for Active Feature Acquisition. | Alexander Luke Ian Norcliffe, Changhee Lee, Fergus Imrie, Mihaela van der Schaar, Pietro Lio |
| 2024 | ICLR | A Neural Framework for Generalized Causal Sensitivity Analysis. | Dennis Frauen, Fergus Imrie, Alicia Curth, Valentyn Melnychuk, Stefan Feuerriegel, Mihaela van der Schaar |
| 2024 | ICLR | Dissecting Sample Hardness: A Fine-Grained Analysis of Hardness Characterization Methods for Data-Centric AI. | Nabeel Seedat, Fergus Imrie, Mihaela van der Schaar |
| 2023 | AISTATS | To Impute or not to Impute? Missing Data in Treatment Effect Estimation. | Jeroen Berrevoets, Fergus Imrie, Trent Kyono, James Jordon, Mihaela van der Schaar |
| 2023 | AISTATS | SurvivalGAN: Generating Time-to-Event Data for Survival Analysis. | Alexander Norcliffe, Bogdan Cebere, Fergus Imrie, Pietro Li, Mihaela van der Schaar |
| 2023 | AISTATS | Improving Adaptive Conformal Prediction Using Self-Supervised Learning. | Nabeel Seedat, Alan Jeffares, Fergus Imrie, Mihaela van der Schaar |
| 2023 | ICLR | TANGOS: Regularizing Tabular Neural Networks through Gradient Orthogonalization and Specialization. | Alan Jeffares, Tennison Liu, Jonathan Crabb, Fergus Imrie, Mihaela van der Schaar |
| 2023 | ICML | Differentiable and Transportable Structure Learning. | Jeroen Berrevoets, Nabeel Seedat, Fergus Imrie, Mihaela van der Schaar |
| 2022 | ICLR | Self-Supervision Enhanced Feature Selection with Correlated Gates. | Changhee Lee, Fergus Imrie, Mihaela van der Schaar |
| 2022 | ICML | Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations. | Nabeel Seedat, Fergus Imrie, Alexis Bellot, Zhaozhi Qian, Mihaela van der Schaar |