conftrace_

random embedding

7 papers

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Co-occurring keywords · papers mentioning both

dimension reduction (2) kernel approximation (2) neural machine translation (2) dimensionality reduction (2) output embedding (1) orthogonal matrix (1) structured random matrix (1) eigenvalue distribution (1) kernel methods (1) embedding compression (1)

Papers

Cylindrical Thompson Sampling for High-Dimensional Bayesian Optimization AISTATS 2024 The Unreasonable Effectiveness of Random Target Embeddings for Continuous-Output Neural Machine Translation NAACL 2024 Precise Asymptotic Analysis of Deep Random Feature Models COLT 2023 From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables AAAI 2022 Near-Isometric Properties of Kronecker-Structured Random Tensor Embeddings NeurIPS 2022 The Unreasonable Effectiveness of Structured Random Orthogonal Embeddings NeurIPS 2017 Recycling Randomness with Structure for Sublinear time Kernel Expansions ICML 2016