research
∙
06/28/2023
Latent SDEs on Homogeneous Spaces
We consider the problem of variational Bayesian inference in a latent va...
share
research
∙
02/16/2022
On Measuring Excess Capacity in Neural Networks
We study the excess capacity of deep networks in the context of supervis...
research
∙
07/19/2021
Topological Attention for Time Series Forecasting
The problem of (point) forecasting univariate time series is considered....
research
∙
02/17/2021
Dissecting Supervised Constrastive Learning
Minimizing cross-entropy over the softmax scores of a linear map compose...
research
∙
02/12/2020