2 citations · 3 across the 3 of their papers we have counts for
3 papers
Empirical Evidence That There Is No Such Thing As A Validated Prediction Model
Florian D. van Leeuwen, Ewout W. Steyerberg, David van Klaveren +3
Background: External validations are essential to assess clinical prediction models (CPMs) before deployment. Apart from model misspecification, differences in patient population a…
SHELS: Exclusive Feature Sets for Novelty Detection and Continual Learning Without Class Boundaries
Meghna Gummadi, David Kent, Jorge A. Mendez +1
While deep neural networks (DNNs) have achieved impressive classification performance in closed-world learning scenarios, they typically fail to generalize to unseen categories in…
Anticipatory Human-Robot Collaboration via Multi-Objective Trajectory Optimization
Abhinav Jain, Daphne Chen, Dhruva Bansal +6
We address the problem of adapting robot trajectories to improve safety, comfort, and efficiency in human-robot collaborative tasks. To this end, we propose CoMOTO, a trajectory op…