Cover Image

Kernel Regression of Multi-Way Data via Tensor Trains with Hadamard Overparametrization: The Dynamic Graph Flow Case

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Nguyen, Duc Thien, Slavakis, Konstantinos, Kofidis, Eleftherios, Pados, Dimitris
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Imputation of Time-varying Edge Flows in Graphs by Multilinear Kernel Regression and Manifold Learning
by: Nguyen, Duc Thien, et al.
Published: (2024)

Multilinear Kernel Regression and Imputation via Manifold Learning
by: Nguyen, Duc Thien, et al.
Published: (2024)

Nonparametric Bellman Mappings for Value Iteration in Distributed Reinforcement Learning
by: Akiyama, Yuki, et al.
Published: (2025)

Nonparametric Bellman Mappings for Reinforcement Learning: Application to Robust Adaptive Filtering
by: Akiyama, Yuki, et al.
Published: (2024)

Super-resolution Multi-signal Direction-of-Arrival Estimation by Hankel-structured Sensing and Decomposition
by: Orfanidis, Georgios I., et al.
Published: (2026)

RJD-BASE: Multi-Modal Spectral Clustering via Randomized Joint Diagonalization
by: He, Haoze, et al.
Published: (2025)

Distributed Cubature Kalman Filter based on MEEF with Adaptive Cauchy Kernel for State Estimation
by: Nguyen, Duc Viet, et al.
Published: (2025)

An Overview of Multi-Object Estimation via Labeled Random Finite Set
by: Vo, Ba-Ngu, et al.
Published: (2024)

Computational and Statistical Guarantees for Tensor-on-Tensor Regression with Tensor Train Decomposition
by: Qin, Zhen, et al.
Published: (2024)

Dynamic Beamforming and Power Allocation in ISAC via Deep Reinforcement Learning
by: Dao, Duc Nguyen, et al.
Published: (2025)

To Fold or Not to Fold: Graph Regularized Tensor Train for Visual Data Completion
by: Xu, Le, et al.
Published: (2023)

The Mean of Multi-Object Trajectories
by: Nguyen, Tran Thien Dat, et al.
Published: (2025)

Positivity of a Hadamard Product
by: Horn, Roger A., et al.
Published: (2026)

Dynamic State Estimation of Power System Utilizing Cauchy Kernel-Based Maximum Mixture Correntropy UKF over Beluga Whale-Bat Optimization
by: Nguyen, Duc Viet, et al.
Published: (2025)

Joint Beamforming for Multi-user Multi-target FD ISAC System: A Hybrid GRQ-GA Approach
by: Dao, Duc Nguyen, et al.
Published: (2025)

RIS-Aided Localization and Sensing
by: Kompostiotis, Dimitris, et al.
Published: (2025)

Time-varying Graph Signal Estimation via Dynamic Multi-hop Topologies
by: Yan, Yi, et al.
Published: (2024)

TFDWT: Fast Discrete Wavelet Transform TensorFlow Layers
by: Tarafdar, Kishore K., et al.
Published: (2025)

SWIPT in Cell-Free Massive MIMO Using Stacked Intelligent Metasurfaces
by: Hua, Thien Duc, et al.
Published: (2025)

Cell-Free Massive MIMO SWIPT with Beyond Diagonal Reconfigurable Intelligent Surfaces
by: Hua, Thien Duc, et al.
Published: (2024)

Cell-Free Massive MIMO SWIPT with Beyond Diagonal Reconfigurable Intelligent Surfaces
by: Hua, Duc Thien, et al.
Published: (2025)

Cell-Free Massive MIMO-Assisted SWIPT Using Stacked Intelligent Metasurfaces
by: Hua, Thien Duc, et al.
Published: (2026)

BenchLink: An SoC-Based Benchmark for Resilient Communication Links in GPS-Denied Environments
by: Nivas, Sidharth Santhi, et al.
Published: (2025)

Internodal Distance Distributions for Static and Mobile Nodes in 2D/3D Wireless Networks
by: Vaiopoulos, Nicholas, et al.
Published: (2025)

Tensor Train Discrete Grid-Based Filters: Breaking the Curse of Dimensionality
by: Matoušek, J., et al.
Published: (2025)

Autonomous 3D Moving Target Encirclement and Interception with Range measurement
by: Liu, Fen, et al.
Published: (2025)

Generalized Nonnegative Structured Kruskal Tensor Regression
by: Wang, Xinjue, et al.
Published: (2025)

Real-time Range-Angle Estimation and Tag Localization for Multi-static Backscatter Systems
by: Esmaeilbeig, Tara, et al.
Published: (2026)

Multi-Target Estimation via Tensor Decomposition for Beyond Diagonal RIS-Aided Bistatic Sensing
by: Benício, Kenneth, et al.
Published: (2026)

Long Sync Word Frame Synchronization for Future Wireless Networks
by: Nikolaidis, Dimitris
Published: (2026)

Custom frame synchronization for easy and rapid deployment
by: Nikolaidis, Dimitris
Published: (2024)

Parameterized Hardware Architecture for Frame Synchronization at all Noise Levels
by: Nikolaidis, Dimitris
Published: (2025)

WHTDM: Walsh-Hadamard Transform Division Multiplexing for Doubly-Selective Channels
by: Hao, Wang, et al.
Published: (2026)

Systematic Constructions of Complementary Sets and Hadamard Matrices from Circulant Operator
by: Priyanshu, Piyush, et al.
Published: (2025)

Efficient Patient Fine-Tuned Seizure Detection with a Tensor Kernel Machine
by: de Rooij, Seline J. S., et al.
Published: (2024)

Adapting Tensor Kernel Machines to Enable Efficient Transfer Learning for Seizure Detection
by: de Rooij, Seline J. S., et al.
Published: (2025)

Complex-Valued Kernel-based Phase and Amplitude Distortion Compensation in Parametrically Amplified Optical Links
by: Nguyen, Long Hoang, et al.
Published: (2024)

The Smooth Trajectory Estimator for LMB Filters
by: Van Nguyen, Hoa, et al.
Published: (2024)

Statistical CSI-Based Distributed Precoding Design for OFDM-Cooperative Multi-Satellite Systems
by: Wang, Yafei, et al.
Published: (2025)

Guided Wave-Based Structural Awareness Under Varying Operating States via Manifold Representations
by: Fan, Yiming, et al.
Published: (2025)