Jonas Fischer

According to our database1, Jonas Fischer authored at least 19 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Sailing in high-dimensional spaces: Low-dimensional embeddings through angle preservation.
CoRR, 2024

Not all tickets are equal and we know it: Guiding pruning with domain-specific knowledge.
CoRR, 2024

BONOBO: Bayesian Optimized Sample-Specific Networks Obtained by Omics Data.
Proceedings of the Research in Computational Molecular Biology, 2024

Finding Interpretable Class-Specific Patterns through Efficient Neural Search.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Understanding and Mitigating Classification Errors Through Interpretable Token Patterns.
CoRR, 2023

Preserving local densities in low-dimensional embeddings.
CoRR, 2023

Federated Learning from Small Datasets.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
More than the sum of its parts - pattern mining, neural networks, and how they complement each other.
PhD thesis, 2022

Estimating Mutual Information via Geodesic <i>k</i>NN.
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Label-Descriptive Patterns and Their Application to Characterizing Classification Errors.
Proceedings of the International Conference on Machine Learning, 2022

Plant 'n' Seek: Can You Find the Winning Ticket?
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Estimating Mutual Information via Geodesic kNN.
CoRR, 2021

Towards strong pruning for lottery tickets with non-zero biases.
CoRR, 2021

Factoring out prior knowledge from low-dimensional embeddings.
CoRR, 2021

Differentiable Pattern Set Mining.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

What's in the Box? Exploring the Inner Life of Neural Networks with Robust Rules.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Discovering Succinct Pattern Sets Expressing Co-Occurrence and Mutual Exclusivity.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019
Sets of Robust Rules, and How to Find Them.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2011
Multi-pass rendering of stereoscopic video on consumer graphics cards.
Proceedings of the Symposium on Interactive 3D Graphics and Games, 2011


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