66 citations
- Chalmers University of TechnologySE9 papers
- AstraZeneca (United Kingdom)GB4 papers
- Lund UniversitySE3 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Helmholtz MunichDE2 papers
- Leiden UniversityNL2 papers
- Medical University of ViennaAT2 papers
- Novartis (Switzerland)CH2 papers
- Target (Germany)DE2 papers
- University of CambridgeGB2 papers
- University of GothenburgSE2 papers
- AstraZeneca (Finland)FI1 paper
Showing cs.LGShow all
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cs.LG2024★ 27 cited
An end-to-end attention-based approach for learning on graphs
David Buterez, Jon Paul Janet, Dino Oglic +1
There has been a recent surge in transformer-based architectures for learning on graphs, mainly motivated by attention as an effective learning mechanism and the desire to supersed…
cs.LG2022★ 4 cited
Autonomous Drug Design with Multi-Armed Bandits
Hampus Gummesson Svensson, Esben Jannik Bjerrum, Christian Tyrchan +2
Recent developments in artificial intelligence and automation support a new drug design paradigm: autonomous drug design. Under this paradigm, generative models can provide suggest…
cs.LG2021★ 23 cited
An Overview of Healthcare Data Analytics With Applications to the COVID-19 Pandemic
Zhe Fei, Yevgen Ryeznik, Oleksandr Sverdlov +2
In the era of big data, standard analysis tools may be inadequate for making inference and there is a growing need for more efficient and innovative ways to collect, process, analy…