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unitary matrix

7 papers

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recurrent neural network (5) orthogonal matrix (4) gradient descent (3) long-term dependency (2) vanishing gradient (2) learning framework (1) orthogonal recurrent weight (1) eigenvalue normalization (1) deep network training (1) algebraic geometry (1)

Papers

projUNN: efficient method for training deep networks with unitary matrices NeurIPS 2022 Unitary Branching Programs: Learnability and Lower Bounds ICML 2021 Eigenvalue Normalized Recurrent Neural Networks for Short Term Memory AAAI 2020 Approximating Orthogonal Matrices with Effective Givens Factorization ICML 2019 Complex Unitary Recurrent Neural Networks Using Scaled Cayley Transform AAAI 2019 Recurrent Orthogonal Networks and Long-Memory Tasks ICML 2016 Unitary Evolution Recurrent Neural Networks ICML 2016