tensor decomposition

Beyond Neuron-Level Sparsity: Achieving Faithful and Interpretable LLMs with Mixture of Decoders AAAI 2026 DuetMerging: Synergizing Dynamic and Static Strategies for Mitigating Task Interference in Model Merging CVPR 2026 Efficient frequent directions algorithms for approximate decomposition of matrices and higher-order tensors JMLR 2026 Every Response Counts: Quantifying Uncertainty of LLM-based Multi-Agent Systems through Tensor Decomposition ACL 2026 Incomplete Multi-View Unsupervised Federated Feature Selection via Cooperative Particle Swarm Optimization and Tensor-Aligned Learning AAAI 2026 LatentLLM: Activation-Aware Transform to Multi-Head Latent Attention AAAI 2026 Open Problem: How much overparametrization is needed for ALS in tensor decomposition? COLT 2026 Pseudo Multi-view K-means Clustering AAAI 2026 QuadSync: Quadrifocal Tensor Synchronization via Tucker Decomposition CVPR 2026 ReFTA: Breaking the Weight Reconstruction Bottleneck in Tensorized Parameter-Efficient Fine-Tuning CVPR 2026 Renormalization Group Guided Tensor Network Structure Search AAAI 2026 Score-Based Model for Low-Rank Tensor Recovery AAAI 2026 Tensor Decomposition and Language Description for Open-Vocabulary Object Detection AAAI 2026 The Structure-Equivalent Prior: Unifying Temporal Dynamics and 3D Evolution in 4D Latent Space AAAI 2026 TuckA: Hierarchical Compact Tensor Experts for Efficient Fine-Tuning AAAI 2026 A Random Matrix Approach to Low-Multilinear-Rank Tensor Approximation JMLR 2025 Efficient Online Prediction for High-Dimensional Time Series via Joint Tensor Tucker Decomposition JMLR 2025 Finite Sample Analysis of Tensor Decomposition for Learning Mixtures of Linear Systems L4DC 2025 High-Rank Irreducible Cartesian Tensor Decomposition and Bases of Equivariant Spaces JMLR 2025 Interpolating Neural Network-Tensor Decomposition (INN-TD): a scalable and interpretable approach for large-scale physics-based problems ICML 2025 Large-scale Multi-view Tensor Clustering with Implicit Linear Kernels CVPR 2025 Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph Embedding NAACL 2025 Non-Convex Tensor Recovery from Local Measurements AAAI 2025 Nonparametric Distributional Regression via Quantile Regression AISTATS 2025 Optimal Submanifold Structure in Log-linear Models UAI 2025