A core component of the SAO's commitment to data transparency under State's Attorney Foxx is the regular release of felony case-level datasets, which offer an unobstructed view of the SAO's public safety work on behalf of Cook County taxpayers.
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Allocating multiple scarce items across a set of individuals is an important
practical problem. In the case of divisible goods and additive preferences a
convex program can be used to find the solution that maximizes Nash welfare
(MNW). The MNW...
Bayesian optimization provides sample-efficient global optimization for a
broad range of applications, including automatic machine learning, molecular
chemistry, and experimental design. We introduce BoTorch, a modern programming
Machine learning models for medical image analysis often suffer from poor
performance on important subsets of a population that are not identified during
training or testing. For example, overall performance of a cancer detection
model may be high,...
Deep reinforcement learning has learned to play many games well, but failed
on others. To better characterize the modes and reasons of failure of deep
reinforcement learners, we test the widely used Asynchronous Actor-Critic (A2C)
algorithm on four...
“The difference between successful people and very successful people is that very successful people say no to almost everything.” That is Warren Buffett, quoted in Farnam Street. I’m always delighted when something I’ve been doing is vindicated by...