Unfolding WMMSE using graph neural networks for efficient power allocation

A Chowdhury, G Verma, C Rao… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
… , we show that the permutation equivariance of the learning … 1) arbitrary permuted versions
of the channel matrix and the input … More interestingly, UWMMSE can attain high performance

Predictive modeling for sustainable high-performance concrete from industrial wastes: A comparison and optimization of models using ensemble learners

F Farooq, W Ahmed, A Akbar, F Aslam… - Journal of Cleaner …, 2021 - Elsevier
… The cementitious matrix of high-performance concrete (HPC) … To predict the strength of such
a complex matrix the use of … these variables by doing permutation features importance. The …

Optimization-based Disjoint and Overlapping Epsilon Decompositions of Large-scale Dynamical Systems via Graph Theory

S Maleki, H Zarabadipour, M Rahmani - Journal of Parallel and Distributed …, 2024 - Elsevier
… A, first, the vertices and edges of all disjoint balanced subgraphs of the bipartite graph B ε
are achieved by performing Algorithm 1. Then permutation matrices P and Q are defined by …

[HTML][HTML] Fault diagnosis in industrial rotating equipment based on permutation entropy, signal processing and multi-output neuro-fuzzy classifier

S Rajabi, MS Azari, S Santini, F Flammini - Expert systems with …, 2022 - Elsevier
… However, the high performance of these algorithms usually comes with some limitations
and high costs (Saufi, Ahmad, Leong, & Lim, 2019). More specifically, focusing on rotating …

All-optical synthesis of an arbitrary linear transformation using diffractive surfaces

O Kulce, D Mengu, Y Rivenson, A Ozcan - Light: Science & Applications, 2021 - nature.com
… Next, we present the performance comparisons for … a permutation matrix as shown in Fig.
10b and designed various diffractive surfaces to all-optically perform this target permutation

A fixed latency ORBGRAND decoder architecture with LUT-aided error-pattern scheduling

C Condo - IEEE Transactions on Circuits and Systems I …, 2022 - ieeexplore.ieee.org
… vector zi to the permuted H matrix π(H), the syndrome matrix S is obtained… highperformance
iLWO schedule, it achieves near-ML performance and the best error-correction performance

On the identifiability of nonlinear ICA: Sparsity and beyond

Y Zheng, I Ng, K Zhang - Advances in neural information …, 2022 - proceedings.neurips.cc
… one, where D is a diagonal matrix and P is a column permutation matrix. … the higher
performance of VP compared to that of Base. The visualization of the Pearson correlation matrices is …

Permutation invariance and uncertainty in multitemporal image super-resolution

D Valsesia, E Magli - IEEE Transactions on Geoscience and …, 2021 - ieeexplore.ieee.org
… invariant to temporal permutation significantly improves performance and data efficiency. …
the cross correlation matrix between key and query is used as transformation matrix to weigh …

Complexity of EEG dynamics for early diagnosis of Alzheimer's disease using permutation entropy neuromarker

M Şeker, Y Özbek, G Yener, MS Özerdem - Computer Methods and …, 2021 - Elsevier
… given confusion matrix in Table II. The way how to calculate related performance metrics is
… Number of channels that give higher performance metrics are increased in eyes-open state. …

Automorphism ensemble decoding of Reed–Muller codes

M Geiselhart, A Elkelesh, M Ebada… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
… square matrix A can be factorized as A = LUP , where L is lower triangular, U upper triangular
and P is a permutation matrix… the chosen permutations on the error-rate performance of our …