conftrace_

random embedding

6 papers

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Co-occurring keywords

dimension reduction (120) kernel approximation (100) neural machine translation (2310) dimensionality reduction (720) output embedding (7) orthogonal matrix (29) structured random matrix (2) kernel methods (1097) embedding compression (34) orthogonal embedding (3)

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
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 NIPS 2022
The Unreasonable Effectiveness of Structured Random Orthogonal Embeddings NIPS 2017
Recycling Randomness with Structure for Sublinear time Kernel Expansions ICML 2016