Patrick Schwab
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
4
Active years
2018–2026
Best venue rank
A*
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Neuro-Symbolic Federated Learning over Heterogeneous Data-Views: A Structured Approach to Distributive EHR Modelling. | Soheila Molaei, Bahareh Fatemi, Anshul Thakur, Andrew A. S. Soltan, Fazle Rabbi, Andreas L. Opdahl, Kim Branson, Patrick Schwab, Danielle Belgrave, David A. Clifton |
| 2025 | AISTATS | Information Transfer Across Clinical Tasks via Adaptive Parameter Optimisation. | Anshul Thakur, Elena Gal, Soheila Molaei, Xiao Gu, Patrick Schwab, Danielle Belgrave, Kim Branson, David A. Clifton |
| 2025 | AISTATS | Optimising Clinical Federated Learning through Mode Connectivity-based Model Aggregation. | Anshul Thakur, Soheila Molaei, Patrick Schwab, Danielle Belgrave, Kim Branson, David A. Clifton |
| 2025 | ICLR | Deriving Causal Order from Single-Variable Interventions: Guarantees & Algorithm. | Mathieu Chevalley, Patrick Schwab, Arash Mehrjou |
| 2023 | ICML | DiscoBAX: Discovery of optimal intervention sets in genomic experiment design. | Clare Lyle, Arash Mehrjou, Pascal Notin, Andrew Jesson, Stefan Bauer, Yarin Gal, Patrick Schwab |
| 2022 | ICLR | GeneDisco: A Benchmark for Experimental Design in Drug Discovery. | Arash Mehrjou, Ashkan Soleymani, Andrew Jesson, Pascal Notin, Yarin Gal, Stefan Bauer, Patrick Schwab |
| 2020 | AAAI | Learning Counterfactual Representations for Estimating Individual Dose-Response Curves. | Patrick Schwab, Lorenz Linhardt, Stefan Bauer, Joachim M. Buhmann, Walter Karlen |
| 2019 | AAAI | PhoneMD: Learning to Diagnose Parkinson's Disease from Smartphone Data. | Patrick Schwab, Walter Karlen |
| 2019 | AAAI | Granger-Causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks. | Patrick Schwab, Djordje Miladinovic, Walter Karlen |
| 2018 | ICML | Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care. | Patrick Schwab, Emanuela Keller, Carl Muroi, David J. Mack, Christian Strssle, Walter Karlen |