John M. Pauly
5 papers · 2021–2024 · 1 conference · across top CS/AI conferences
Conferences
ICLR (5)
Top co-authors
Classification in progress for this author's papers.
Papers
Scaling Convex Neural Networks with Burer-Monteiro Factorization
ICLR 2024
Hidden Convexity of Wasserstein GANs: Interpretable Generative Models with Closed-Form Solutions
ICLR 2022
Demystifying Batch Normalization in ReLU Networks: Equivalent Convex Optimization Models and Implicit Regularization
ICLR 2022
Convex Regularization behind Neural Reconstruction
ICLR 2021
Vector-output ReLU Neural Network Problems are Copositive Programs: Convex Analysis of Two Layer Networks and Polynomial-time Algorithms
ICLR 2021