Klas Leino
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
6
Active years
2018–2024
Best venue rank
A*
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICLR | A Recipe for Improved Certifiable Robustness. | Kai Hu, Klas Leino, Zifan Wang, Matt Fredrikson |
| 2023 | ICLR | On the Perils of Cascading Robust Classifiers. | Ravi Mangal, Zifan Wang, Chi Zhang, Klas Leino, Corina S. Pasareanu, Matt Fredrikson |
| 2022 | CAV | Self-correcting Neural Networks for Safe Classification. | Klas Leino, Aymeric Fromherz, Ravi Mangal, Matt Fredrikson, Bryan Parno, Corina S. Pasareanu |
| 2022 | ICLR | Selective Ensembles for Consistent Predictions. | Emily Black, Klas Leino, Matt Fredrikson |
| 2021 | ICLR | Fast Geometric Projections for Local Robustness Certification. | Aymeric Fromherz, Klas Leino, Matt Fredrikson, Bryan Parno, Corina S. Pasareanu |
| 2021 | ICML | Globally-Robust Neural Networks. | Klas Leino, Zifan Wang, Matt Fredrikson |
| 2021 | KDD | Machine Learning Explainability and Robustness: Connected at the Hip. | Anupam Datta, Matt Fredrikson, Klas Leino, Kaiji Lu, Shayak Sen, Zifan Wang |
| 2020 | ACL | Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models. | Kaiji Lu, Piotr Mardziel, Klas Leino, Matt Fredrikson, Anupam Datta |
| 2019 | ICLR | Feature-Wise Bias Amplification. | Klas Leino, Emily Black, Matt Fredrikson, Shayak Sen, Anupam Datta |
| 2018 | ITC | Influence-Directed Explanations for Deep Convolutional Networks. | Klas Leino, Shayak Sen, Anupam Datta, Matt Fredrikson, Linyi Li |