random projection

ECPv2: Fast, Efficient, and Scalable Global Optimization of Lipschitz Functions AAAI 2026 Improving TensorSketch Using Complex Random Variables UAI 2026 Ultra-Low-Dimensional Prompt Tuning via Random Projection EACL 2026 A Multivariate Unimodality Test Harnessing the Dip Statistic of Mahalanobis Distances Over Random Projections UAI 2025 Boosting Multiple Views for pretrained-based Continual Learning ICLR 2025 Node Similarities under Random Projections: Limits and Pathological Cases ICLR 2025 Quality Measures for Dynamic Graph Generative Models ICLR 2025 Randomly Projected Convex Clustering Model: Motivation, Realization, and Cluster Recovery Guarantees JMLR 2025 Raptor: Scalable Train-Free Embeddings for 3D Medical Volumes Leveraging Pretrained 2D Foundation Models ICML 2025 Scalable Universal T-Cell Receptor Embeddings from Adaptive Immune Repertoires ICLR 2025 Strong Model Collapse ICLR 2025 An Asymptotic Study of Discriminant and Vote-Averaging Schemes for Randomly-Projected Linear Discriminants JMLR 2024 A Random Projection Approach to Personalized Federated Learning: Enhancing Communication Efficiency, Robustness, and Fairness JMLR 2024 DiffRed: Dimensionality reduction guided by stable rank AISTATS 2024 Efficient Learning of PDEs via Taylor Expansion and Sparse Decomposition into Value and Fourier Domains AAAI 2024 Euclidean distance compression via deep random features NeurIPS 2024 Generalization Bound and Learning Methods for Data-Driven Projections in Linear Programming NeurIPS 2024 Non-Oblivious Performance of Random Projections ACML 2024 Optimization Can Learn Johnson Lindenstrauss Embeddings NeurIPS 2024 RanDumb: Random Representations Outperform Online Continually Learned Representations NeurIPS 2024 Scalable DBSCAN with Random Projections NeurIPS 2024 Self-supervised Representation Learning from Random Data Projectors ICLR 2024 Vector Quantization Pretraining for EEG Time Series with Random Projection and Phase Alignment ICML 2024 Adversarial Robustness via Random Projection Filters CVPR 2023 Block Subsampled Randomized Hadamard Transform for Nyström Approximation on Distributed Architectures ICML 2023