Publications

954 results for Trustworthy AI

Quantifying Representation Reliability in Self-Supervised Learning Models
- - Young Jin Park
  - Hao Wang
  - et al.
- 2024
- UAI 2024
Conference paper
Identifying Homogeneous and Interpretable Groups for Conformal Prediction
- - Natalia Martinez Gil
  - Dhaval Patel
  - et al.
- 2024
- UAI 2024
Conference paper
Privacy-Preserving Verification of Preprocessing in Machine Learning Models
- - Wenbiao Li
  - Anisa Halimi
  - et al.
- 2024
- PETS 2024
Poster
Effect of dataset partitioning strategies for evaluating out-of-distribution generalisation for predictive models in biochemistry
- - Raúl Fernández Díaz
  - Lam Thanh Hoang
  - et al.
- 2024
- ISMB 2024
Poster
Effective In-Silico Gene Perturbation by Machine Learning Model Interpretation for Immunotherapies
- - Tanwi Biswas
  - Akira Koseki
  - et al.
- 2024
- ISMB 2024
Poster
AutoPeptideML: A study on how to build more trustworthy peptide bioactivity predictors
- - Raúl Fernández Díaz
  - Rodrigo Cossio-pérez
  - et al.
- 2024
- ISMB 2024
Poster
Group Fairness with Uncertain Sensitive Attributes
- - Abhin Shah
  - Maohao Shen
  - et al.
- 2024
- ISIT 2024
Conference paper
Geospatial Sampling by Maximizing Information Entropy
- - Daiki Kimura
  - Naomi Simumba
  - et al.
- 2024
- IGARSS 2024
Conference paper
Transformer Models with Explainability for IT Telemetry and Business Events
- - Shiau Hong Lim
  - Laura Wynter
- 2024
- SSE 2024
Conference paper
Towards Collecting Royalties for Copyrighted Data for Generative Models
- - Heiko Ludwig
  - Yi Zhou
  - et al.
- 2024
- ICWS 2024
Workshop paper