Megan Stanley

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Analysis Of Gene Expression Data

Data Mining Applications

Modeling Framework

Top Venues

J. Chem. Inf. Model.

NeurIPS Datasets and Benchmarks

Publications

Pieter Buys Burger, Xiaohu Hu, Ilya Balabin, Morné Muller, Megan Stanley, Fourie Joubert, Thomas M. Kaiser
FEP Augmentation as a Means to Solve Data Paucity Problems for Machine Learning in Chemical Biology. J. Chem. Inf. Model. 64 (9) (2024)
Cristian Bodnar, Wessel P. Bruinsma, Ana Lucic, Megan Stanley, Johannes Brandstetter, Patrick Garvan, Maik Riechert, Jonathan A. Weyn, Haiyu Dong, Anna Vaughan, Jayesh K. Gupta, Kit Thambiratnam, Alex Archibald, Elizabeth Heider, Max Welling, Richard E. Turner, Paris Perdikaris
Aurora: A Foundation Model of the Atmosphere. CoRR (2024)
Krzysztof Maziarz, Austin Tripp, Guoqing Liu, Megan Stanley, Shufang Xie, Piotr Gainski, Philipp Seidl, Marwin H. S. Segler
Re-evaluating Retrosynthesis Algorithms with Syntheseus. CoRR (2023)
Jessica Lanini, Gianluca Santarossa, Finton Sirockin, Richard A. Lewis, Nikolas Fechner, Hubert Misztela, Sarah Lewis, Krzysztof Maziarz, Megan Stanley, Marwin H. S. Segler, Nikolaus Stiefl, Nadine Schneider
PREFER: A New Predictive Modeling Framework for Molecular Discovery. J. Chem. Inf. Model. 63 (15) (2023)
Samyadeep Basu, Megan Stanley, John Bronskill, Soheil Feizi, Daniela Massiceti
Hard-Meta-Dataset++: Towards Understanding Few-Shot Performance on Difficult Tasks. ICLR (2023)
Megan Stanley, John Bronskill, Krzysztof Maziarz, Hubert Misztela, Jessica Lanini, Marwin H. S. Segler, Nadine Schneider, Marc Brockschmidt
FS-Mol: A Few-Shot Learning Dataset of Molecules. NeurIPS Datasets and Benchmarks (2021)
Christopher Frye, Damien de Mijolla, Tom Begley, Laurence Cowton, Megan Stanley, Ilya Feige
Shapley explainability on the data manifold. ICLR (2021)
Christopher Frye, Damien de Mijolla, Laurence Cowton, Megan Stanley, Ilya Feige
Shapley-based explainability on the data manifold. CoRR (2020)