Luiz F. O. Chamon

We extend generalization guarantees for inequality constrained statistical optimization problems, to problems that also include statistical equality constraints.

We introduce Adaptive Constrained Equivariance, a homotopy-inspired constrained optimization apprach for training equivariant neural networks.