Complex domain recurrent neural network gating and Stiefel-manifold optimization in TensorFlow, Neural Information Processing Systems (NeurIPS) 2018.
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Sep 20, 2021 - Python
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stiefel-manifold-optimization
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Learning to Solve Multiresolution Matrix Factorization by Manifold Optimization and Evolutionary Metaheuristics
evolutionary-algorithms wavelet-transform graph-convolutional-network graph-wavelet matrix-factorisation multiresolution-analysis stiefel-manifold-optimization directed-evolution
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Nov 24, 2024 - Roff
LoMACS-SVDNet: PyTorch model for MIMO SVD (no QR/SVD/EVD), orthogonality via NOR, FFT gating, projected attention, structured pruning. Score 63 — 4th (Third Prize).
deep-neural-networks deep-learning signal-processing pytorch matrix-factorization fft svd attention-mechanism wireless-communication low-rank-approximation mimo structured-pruning orthogonality stiefel-manifold-optimization macs-optimization
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Aug 14, 2025 - Python
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