David López-Paz

mixup: Beyond Empirical Risk Minimization

Hongyi Zhang, Moustapha Cissé, Yann Dauphin et al. · arXiv (Cornell University) · 2017 · 4.8K citations · Full text

Computing, Computer Science, Artificial Intelligence +13

Gradient Episodic Memory for Continual Learning

David López-Paz, Marc’Aurelio Ranzato · arXiv (Cornell University) · 2017 · 497 citations · Full text

Computing, Computer Science, Artificial Intelligence +8

Manifold Mixup: Better Representations by Interpolating Hidden States

Vikas Verma, Alex Lamb, Christopher Beckham et al. · arXiv (Cornell University) · 2018 · 477 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Invariant Risk Minimization

Martín Arjovsky, Léon Bottou, Ishaan Gulrajani et al. · arXiv (Cornell University) · 2019 · 321 citations · Full text

Computing, Computer Science, Data Science +16

Predicting cellular responses to complex perturbations in high‐throughput screens

Mohammad Lotfollahi, Anna Klimovskaia Susmelj, Carlo De Donno et al. · Molecular Systems Biology · 2023 · 269 citations · Full text

Life Sciences, Bioinformatics, Systems Biology +14