On Robustness-Accuracy Characterization of Language Models using Synthetic Datasets
- Ching-yun Ko
- Pin-Yu Chen
- et al.
- 2024
- COLM 2024
Conference paper
Publications
960 results for Trustworthy AI
Impact of Skin Tone Diversity on Out-of-Distribution Detection Methods in Dermatology
- Assala Benmalek
- Celia Cintas
- et al.
- 2024
- MICCAI 2024
Workshop paperGeo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular Ultrasound
- Yiming Chen
- Niharika DSouza
- et al.
- 2024
- MICCAI 2024
Workshop paperAutoPeptideML: a study on how to build more trustworthy peptide bioactivity predictors
- Raul Fernandez-Dıaz
- Rodrigo Cossio-Perez
- et al.
- 2024
- Bioinformatics
PaperTowards a Benchmark for Causal Business Process Reasoning with LLMs
- 2024
- BPM 2024
Workshop paperFine-tuning of Geospatial Foundation Models for Aboveground Biomass Estimation
- Michal Muszynski
- Levente Klein
- et al.
- 2024
- KDD 2024
Workshop paperFedKDD: International Joint Workshop on Federated Learning for Data Mining and Graph Analytics
- Junyuan Hong
- Carl Yang
- et al.
- 2024
- KDD 2024
WorkshopDARE to Diversify: DAta Driven and Diverse LLM REd Teaming
- Manish Nagireddy
- Bernat Guillen Pegueroles
- et al.
- 2024
- KDD 2024
TutorialEffect of dataset partitioning strategies for evaluating out-of-distribution generalisation for predictive models in biochemistry
- 2024
- ACS Fall 2024
PosterWhy Don't Prompt-Based Fairness Metrics Correlate?
- Abdelrahman Zayed
- Gonçalo Mordido
- et al.
- 2024
- ACL 2024
Conference paper