Learning Unitary Operators with Help From u(n)

17 July 2016

Papers citing "Learning Unitary Operators with Help From u(n)"

14 / 14 papers shown

Title
A Survey of Geometric Optimization for Deep Learning: From Euclidean Space to Riemannian Manifold Yanhong Fei Xian Wei Yingjie Liu Zhengyu Li Mingsong Chen 28 6 0 16 Feb 2023
Assessing the Unitary RNN as an End-to-End Compositional Model of Syntax Jean-Philippe Bernardy Shalom Lappin 30 1 0 11 Aug 2022
Feedback Gradient Descent: Efficient and Stable Optimization with Orthogonality for DNNs Fanchen Bu D. Chang 28 6 0 12 May 2022
projUNN: efficient method for training deep networks with unitary matrices B. Kiani Randall Balestriero Yann LeCun S. Lloyd 43 32 0 10 Mar 2022
Optimal quantum dataset for learning a unitary transformation Zhan Yu Xuanqiang Zhao Benchi Zhao Xin Wang 24 8 0 01 Mar 2022
Coordinate descent on the orthogonal group for recurrent neural network training E. Massart V. Abrol 34 10 0 30 Jul 2021
Recurrent Quantum Neural Networks Johannes Bausch 21 151 0 25 Jun 2020
Parameterized quantum circuits as machine learning models Marcello Benedetti Erika Lloyd Stefan H. Sack Mattia Fiorentini 27 869 0 18 Jun 2019
Cheap Orthogonal Constraints in Neural Networks: A Simple Parametrization of the Orthogonal and Unitary Group Mario Lezcano Casado David Martínez-Rubio 21 193 0 24 Jan 2019
Complex Gated Recurrent Neural Networks Moritz Wolter Angela Yao AI4CE 21 64 0 21 Jun 2018
Orthogonal Recurrent Neural Networks with Scaled Cayley Transform Kyle E. Helfrich Devin Willmott Q. Ye 45 127 0 29 Jul 2017
Gated Orthogonal Recurrent Units: On Learning to Forget Li Jing Çağlar Gülçehre J. Peurifoy Yichen Shen Max Tegmark Marin Soljacic Yoshua Bengio 35 125 0 08 Jun 2017
On orthogonality and learning recurrent networks with long term dependencies Eugene Vorontsov C. Trabelsi Samuel Kadoury C. Pal ODL 33 238 0 31 Jan 2017
Efficient Orthogonal Parametrisation of Recurrent Neural Networks Using Householder Reflections Zakaria Mhammedi Andrew D. Hellicar Ashfaqur Rahman James Bailey 14 129 0 01 Dec 2016