Publications

1667 results for Machine Learning

Conformal Autoregressive Generation: Beam Search with Coverage Guarantees
- - Nicolas Deutschmann
  - Marvin Alberts
  - et al.
- 2024
- AAAI 2024
Conference paper
Is Federated Learning Still Alive in the Foundation Model Era?
- - Nathalie Baracaldo Angel
- 2024
- AAAI-SS 2024
Invited talk
Reducing computational complexity of perception and reasoning by neuro-vector-symbolic architectures
- - Abbas Rahimi
- 2024
- DATE 2024
Invited talk
Effective Data Distillation for Tabular Datasets
- - Inwon Kang
  - Parikshit Ram
  - et al.
- 2024
- AAAI 2024
Poster
AI for Drug Discovery
- - Marianna Rapsomaniki
  - Jannis Born
  - et al.
- 2024
- AMLD EPFL 2024
Workshop
Using Neural Implicit Flow to represent latent dynamics of canonical systems
- - Imran Nasim
  - Joao Lucas de Sousa Almeida
- 2024
- SCML 2024
Conference paper
Discovering intrinsic multi-compartment pharmacometric models using Physics Informed Neural Networks
- - Imran Nasim
  - Adam Nasim
- 2024
- SCML 2024
Conference paper
ChemChat | Conversational Expert Assistant in Material Science and Data Visualization
- - Tim Erdmann
  - Stefan Zecevic
  - et al.
- 2024
- ACS Spring 2024
Talk
Empirical Evidence on Conversational Control of GUI in Semantic Automation
- - Daniel Karl I. Weidele
  - Mauro Martino
  - et al.
- 2024
- IUI 2024
Conference paper
Pragmatic De-Identification of Cross-Domain Unstructured Documents: A Utility-Preserving Approach with Relation Extraction Filtering
- - Liubov Nedoshivina
  - Anisa Halimi
  - et al.
- 2024
- AMIA Informatics Symposium 2024
Talk