Publications

783 results for Trustworthy AI

On Robustness-Accuracy Characterization of Language Models using Synthetic Datasets
- - Ching-yun Ko
  - Pin-Yu Chen
  - et al.
- 2024
- COLM 2024
Prompt Exploration with Prompt Regression
- - Michael Feffer
  - Ronald Xu
  - et al.
- 2024
- COLM 2024
Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular Ultrasound
- - Yiming Chen
  - Niharika DSouza
  - et al.
- 2024
- MICCAI 2024
Impact of Skin Tone Diversity on Out-of-Distribution Detection Methods in Dermatology
- - Assala Benmalek
  - Celia Cintas
  - et al.
- 2024
- MICCAI 2024
AutoPeptideML: a study on how to build more trustworthy peptide bioactivity predictors
- - Raul Fernandez-Dıaz
  - Rodrigo Cossio-Perez
  - et al.
- 2024
- Bioinformatics
Towards a Benchmark for Causal Business Process Reasoning with LLMs
- - Fabiana Fournier
  - Lior Limonad
  - et al.
- 2024
- BPM 2024
Fine-tuning of Geospatial Foundation Models for Aboveground Biomass Estimation
- - Michal Muszynski
  - Levente Klein
  - et al.
- 2024
- KDD 2024
FedKDD: International Joint Workshop on Federated Learning for Data Mining and Graph Analytics
- - Junyuan Hong
  - Carl Yang
  - et al.
- 2024
- KDD 2024
DARE to Diversify: DAta Driven and Diverse LLM REd Teaming
- - Manish Nagireddy
  - Bernat Guillen Pegueroles
  - et al.
- 2024
- KDD 2024
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
- ACS Fall 2024