Higher-Order Total Variation Classes on Grids: Minimax Theory and Trend Filtering Methods

Veeranjaneyulu Sadhanala, Yu-Xiang Wang, James Sharpnack, Ryan J. Tibshirani. Higher-Order Total Variation Classes on Grids: Minimax Theory and Trend Filtering Methods. In Isabelle Guyon, Ulrike von Luxburg, Samy Bengio, Hanna M. Wallach, Rob Fergus, S. V. N. Vishwanathan, Roman Garnett, editors, Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 4-9 December 2017, Long Beach, CA, USA. pages 5802-5812, 2017. [doi]

Abstract

Abstract is missing.