random projection

Complex-to-Real Sketches for Tensor Products with Applications to the Polynomial Kernel AISTATS 2023 Correlation Aware Sparsified Mean Estimation Using Random Projection NeurIPS 2023 Estimating Koopman operators with sketching to provably learn large scale dynamical systems NeurIPS 2023 Fast Optimal Locally Private Mean Estimation via Random Projections NeurIPS 2023 Improved Bound on Generalization Error of Compressed KNN Estimator AISTATS 2023 Jointly Reparametrized Multi-Layer Adaptation for Efficient and Private Tuning ACL 2023 Randomized Spectral Co-Clustering for Large-Scale Directed Networks JMLR 2023 RanPAC: Random Projections and Pre-trained Models for Continual Learning NeurIPS 2023 Robust and Fast Measure of Information via Low-Rank Representation AAAI 2023 Torchhd: An Open Source Python Library to Support Research on Hyperdimensional Computing and Vector Symbolic Architectures JMLR 2023 TRAK: Attributing Model Behavior at Scale ICML 2023 Efficient learning of sparse and decomposable PDEs using random projection UAI 2022 Least Squares Estimation using Sketched Data with Heteroskedastic Errors ICML 2022 Leverage Score Sampling for Tensor Product Matrices in Input Sparsity Time ICML 2022 Noisy L0-sparse subspace clustering on dimensionality reduced data UAI 2022 Revisiting flow generative models for Out-of-distribution detection ICLR 2022 SignRFF: Sign Random Fourier Features NeurIPS 2022 Dimensionality Reduction for Wasserstein Barycenter NeurIPS 2021 Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections NeurIPS 2021 Faster Binary Embeddings for Preserving Euclidean Distances ICLR 2021 Johnson-Lindenstrauss Transforms with Best Confidence COLT 2021 ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions NeurIPS 2021 Private Release of Text Embedding Vectors NAACL 2021 Quantization Algorithms for Random Fourier Features ICML 2021 Randomized Dimensionality Reduction for Facility Location and Single-Linkage Clustering ICML 2021