alternating minimization

Dual Graph Regularized Deep Unfolding Network for Guided Depth Map Super-resolution CVPR 2026 Federated Combinatorial Causal Bandits with Heterogeneous Causal Influences UAI 2026 Change Point Detection in Hadamard Spaces by Alternating Minimization AISTATS 2025 Efficient Alternating Minimization with Applications to Weighted Low Rank Approximation ICLR 2025 Global Identifiability of Overcomplete Dictionary Learning via L1 and Volume Minimization ICLR 2025 Modeling Latent Non-Linear Dynamical System over Time Series AAAI 2025 Non-Convex Tensor Recovery from Local Measurements AAAI 2025 On-Device Collaborative Language Modeling via a Mixture of Generalists and Specialists ICML 2025 Agnostic Learning of Mixed Linear Regressions with EM and AM Algorithms ICML 2024 Alternating minimization for generalized rank one matrix sensing: Sharp predictions from a random initialization ALT 2024 CRONOS: Enhancing Deep Learning with Scalable GPU Accelerated Convex Neural Networks NeurIPS 2024 Low Rank Matrix Completion via Robust Alternating Minimization in Nearly Linear Time ICLR 2024 On the convergence of adaptive first order methods: Proximal gradient and alternating minimization algorithms L4DC 2024 Precise asymptotics of reweighted least-squares algorithms for linear diagonal networks NeurIPS 2024 Sample-Efficient Personalization: Modeling User Parameters as Low Rank Plus Sparse Components AISTATS 2024 Scalable Learning of Item Response Theory Models AISTATS 2024 Triple Component Matrix Factorization: Untangling Global, Local, and Noisy Components JMLR 2024 Near Optimal Heteroscedastic Regression with Symbiotic Learning COLT 2023 Sparse Plus Low Rank Matrix Decomposition: A Discrete Optimization Approach JMLR 2023 Uncertainty-Aware Unsupervised Image Deblurring With Deep Residual Prior CVPR 2023 ALMA: Alternating Minimization Algorithm for Clustering Mixture Multilayer Network JMLR 2022 Interpretable Clustering via Multi-Polytope Machines AAAI 2022 Understanding approximate and unrolled dictionary learning for pattern recovery ICLR 2022 Fuzzy Clustering with Similarity Queries NeurIPS 2021 On a Combination of Alternating Minimization and Nesterov’s Momentum ICML 2021