Conditioning Deep Generative Raw Audio Models for Structured Automatic Music. - Rachel Manzelli; Vijay Thakkar; Ali Siahkamari; Brian Kulis (ISMIR, 2018)

Learning Bregman Divergences. - Ali Siahkamari; Venkatesh Saligrama; David Castanon; Brian Kulis (CoRR, 2019)

Piecewise Linear Regression via a Difference of Convex Functions. - Ali Siahkamari; Aditya Gangrade; Brian Kulis; Venkatesh Saligrama (ICML, 2020)

Learning to Approximate a Bregman Divergence. - Ali Siahkamari; Xide Xia; Venkatesh Saligrama; David A. Castañón; Brian Kulis (NeurIPS, 2020)

Faster Convex Lipschitz Regression via 2-block ADMM. - Ali Siahkamari; Durmus Alp Emre Acar; Christopher Liao; Kelly Geyer; Venkatesh Saligrama; Brian Kulis (CoRR, 2021)

Faster Algorithms for Learning Convex Functions. - Ali Siahkamari; Durmus Alp Emre Acar; Christopher Liao; Kelly L. Geyer; Venkatesh Saligrama; Brian Kulis (ICML, 2022)