75 citations · 347 across the 29 of their papers we have counts for
3 papers · 1 filter
Uncertainty Sets for Image Classifiers using Conformal Prediction
Anastasios Angelopoulos, Stephen Bates, Jitendra Malik +1
Convolutional image classifiers can achieve high predictive accuracy, but quantifying their uncertainty remains an unresolved challenge, hindering their deployment in consequential…
Event Based, Near Eye Gaze Tracking Beyond 10,000Hz
Anastasios N. Angelopoulos, Julien N. P. Martel, Amit P. S. Kohli +2
The cameras in modern gaze-tracking systems suffer from fundamental bandwidth and power limitations, constraining data acquisition speed to 300 Hz realistically. This obstructs the…
On Identifying and Mitigating Bias in the Estimation of the COVID-19 Case Fatality Rate
Anastasios Nikolas Angelopoulos, Reese Pathak, Rohit Varma +1
The relative case fatality rates (CFRs) between groups and countries are key measures of relative risk that guide policy decisions regarding scarce medical resource allocation duri…