Deep Learning
GlucoSynth: Generating Differentially-Private Synthetic Glucose Traces Josephine Lamp
GAN framework to generate synthetic glucose traces.
3D Pose Transfer with Correspondence Learning and Mesh Refinement
Some previous works require key point annotations to build reliable correspondence between the source and target meshes, while other methods do not consider any shape correspondence between sources and targets, which leads to limited generation quality.
Resolving the Tug-of-War: A Separation of Communication and Learning in Federated Learning
Therefore, we perform the learning and communication over the same set of parameters.
DoesAlgorithmic
We view outcome homogenization as an important class ofsystemicharms that arise when we study socialsystems, i.e.harmsthatrequire observing howindividuals aretreated bymanydecision-makers.2 In 2,we conceptually motivate outcome homogenization in the context of algorithmic hiring.