John M. Pauly

5 papers · 2021–2024 · 1 conference · across top CS/AI conferences

Conferences

ICLR (5)

Top co-authors

Mert Pilanci (5) Arda Sahiner (5) Morteza Mardani (4) Tolga Ergen (4) Batu Ozturkler (4) Burak Bartan (1)

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