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tensor decomposition

397 papers

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Papers

Fused Orthogonal Alternating Least Squares for Tensor Clustering NeurIPS 2022 High-Order Pooling for Graph Neural Networks with Tensor Decomposition NeurIPS 2022 KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings COLING 2022 Learning Tensor Representations for Meta-Learning AISTATS 2022 Lifting Weak Supervision To Structured Prediction NeurIPS 2022 Local and Global Convergence of General Burer-Monteiro Tensor Optimizations AAAI 2022 Masked Prediction: A Parameter Identifiability View NeurIPS 2022 MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction IJCAI 2022 MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering ACL 2022 MMT: Multi-way Multi-modal Transformer for Multimodal Learning IJCAI 2022 More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees ICML 2022 MorphTE: Injecting Morphology in Tensorized Embeddings NeurIPS 2022 Multi-Mode Deep Matrix and Tensor Factorization ICLR 2022 Multi-Mode Tensor Space Clustering Based on Low-Tensor-Rank Representation AAAI 2022 Near-Isometric Properties of Kronecker-Structured Random Tensor Embeddings NeurIPS 2022 Nonparametric Factor Trajectory Learning for Dynamic Tensor Decomposition ICML 2022 Online Nonnegative CP-dictionary Learning for Markovian Data JMLR 2022 On the rank of 2×2×2 probability tables PGM 2022 Optimal Tensor Transport AAAI 2022 Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models COLING 2022 Provable Adaptation across Multiway Domains via Representation Learning ICLR 2022 Random Tensor Theory for Tensor Decomposition AAAI 2022 Scalable Interpretability via Polynomials NeurIPS 2022 Subquadratic Kronecker Regression with Applications to Tensor Decomposition NeurIPS 2022 Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic Representations ACL 2022