Paulo Neves

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Hopfield Networks

High Dimensionality

Machine Learning Models

Top Venues

J. Cheminformatics

J. Chem. Inf. Model.

Publications

Paulo Neves, Jörg K. Wegner, Philippe Schwaller
Gradient Guided Hypotheses: A unified solution to enable machine learning models on scarce and noisy data regimes. CoRR (2024)
Paulo Neves, Kelly McClure, Jonas Verhoeven, Natalia Dyubankova, Ramil I. Nugmanov, Andrey Gedich, Sairam Menon, Zhicai Shi, Jörg K. Wegner
Global reactivity models are impactful in industrial synthesis applications. J. Cheminformatics 15 (1) (2023)
Paulo Neves, Kelly McClure, Jonas Verhoeven, Natalia Dyubankova, Ramil I. Nugmanov, Andrey Gedich, Sairam Menon, Zhicai Shi, Jörg K. Wegner
Correction: Global reactivity models are impactful in industrial synthesis applications. J. Cheminformatics 15 (1) (2023)
Philipp Seidl, Philipp Renz, Natalia Dyubankova, Paulo Neves, Jonas Verhoeven, Jörg K. Wegner, Marwin H. S. Segler, Sepp Hochreiter, Günter Klambauer
Improving Few- and Zero-Shot Reaction Template Prediction Using Modern Hopfield Networks. J. Chem. Inf. Model. 62 (9) (2022)
Philipp Seidl, Philipp Renz, Natalia Dyubankova, Paulo Neves, Jonas Verhoeven, Jörg K. Wegner, Sepp Hochreiter, Günter Klambauer
Modern Hopfield Networks for Few- and Zero-Shot Reaction Prediction. CoRR (2021)