← Back to papers
2024 ICML ICML 2024

Differentiable Mapper for Topological Optimization of Data Representation

🧭 Keyword Pioneer — topological optimization
🐝 Cross-Pollinator — Artificial Intelligence, Computer Science, Data Science & Analytics, Deep Learning, Machine Learning, Mathematics & Optimization, Natural Language Processing

Authors

Ziyad Oulhaj , Mathieu Carrière , Bertrand Michel

Topics

Machine Learning > Core Methods > Representation Learning

Keywords

topological optimization differentiable mapper data representation
Download PDF

Related papers

Learning Latent Dynamic Robust Representations for World Models 2024
Beyond Individual Input for Deep Anomaly Detection on Tabular Data 2024
Risk Estimation in a Markov Cost Process: Lower and Upper Bounds 2024
Collapse-Aware Triplet Decoupling for Adversarially Robust Image Retrieval 2024
Ranking-based Client Imitation Selection for Efficient Federated Learning 2024