Paper-Conference

Explanatory Model Monitoring to Understand the Effects of Feature Shifts on Performance
Cite
MoRE-LLM: Mixture of Rule Experts Guided by a Large Language Model
Cite DOI URL
Provably Better Explanations with Optimized Aggregation of Feature Attributions
Cite
Through the Eyes of the Expert: Aligning Human and Machine Attention for Industrial AI
Cite
Deep Learning Model for Video-Classification of Echocardiography Images
Cite
Encoding domain knowledge in multi-view latent variable models: A bayesian approach with structured sparsity
Cite
Test Time Augmentation Meets Post-hoc Calibration: Uncertainty Quantification under Real-World Conditions
Cite
Uncertainty Estimates of Predictions via a General Bias-Variance Decomposition
Cite
Multi-output Gaussian Processes for uncertainty-aware recommender systems
Cite
Towards trustworthy predictions from deep neural networks with fast adversarial calibration
Cite