Dennis Collaris
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
4
Venues
4
Active years
2020–2025
Best venue rank
A
Where they publish
Papers
4 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | IUI | Benefits of Machine Learning Explanations: Improved Learning in an AI-assisted Sequence Prediction Task. | Yu Liang, Dennis Collaris, Martijn C. Willemsen, Jarke J. van Wijk |
| 2023 | IDA | LEMON: Alternative Sampling for More Faithful Explanation Through Local Surrogate Models. | Dennis Collaris, Pratik Gajane, Joost Jorritsma, Jarke J. van Wijk, Mykola Pechenizkiy |
| 2022 | NordiCHI | Characterizing Data Scientists' Mental Models of Local Feature Importance. | Dennis Collaris, Hilde J. P. Weerts, Daphne Miedema, Jarke J. van Wijk, Mykola Pechenizkiy |
| 2020 | VINCI | Machine learning interpretability through contribution-value plots. | Dennis Collaris, Jarke J. van Wijk |