conftrace_

singular value decomposition

222 papers

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Also known as

SVD

Co-occurring keywords

model compression (3302) low-rank approximation (323) matrix factorization (529) low-rank adaptation (560) matrix completion (356) representation learning (6206) dimensionality reduction (720) convex optimization (1321) parameter-efficient fine-tuning (736) word embedding (1764)

Papers

ShrinkML: End-to-End ASR Model Compression Using Reinforcement Learning INTERSPEECH 2019
Low-Rank Bandit Methods for High-Dimensional Dynamic Pricing NIPS 2019
Multiple Sound Source Localization with SVD-PHAT INTERSPEECH 2019
Perturbation Analysis of the 8-Point Algorithm: A Case Study for Wide FoV Cameras CVPR 2019
Second-order Co-occurrence Sensitivity of Skip-Gram with Negative Sampling ACL 2019
Scalable Interpretable Multi-Response Regression via SEED JMLR 2019
Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion AAAI 2019
RES-PCA: A Scalable Approach to Recovering Low-Rank Matrices CVPR 2019
Learning-Based Low-Rank Approximations NIPS 2019
Catastrophic Forgetting Meets Negative Transfer: Batch Spectral Shrinkage for Safe Transfer Learning NIPS 2019
State Gradients for RNN Memory Analysis EMNLP 2018
Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks INTERSPEECH 2018
Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline ACL 2018
Learning Word Vectors with Linear Constraints: A Matrix Factorization Approach IJCAI 2018
State Gradients for RNN Memory Analysis INTERSPEECH 2018
An Empirical Evaluation of Sketched SVD and its Application to Leverage Score Ordering ACML 2018
Fast Randomized PCA for Sparse Data ACML 2018
Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization ICML 2018
Low-Rank Tucker Decomposition of Large Tensors Using TensorSketch NIPS 2018
SoS-RSC: A Sum-of-Squares Polynomial Approach to Robustifying Subspace Clustering Algorithms CVPR 2018
On the Application and Compression of Deep Time Delay Neural Network for Embedded Statistical Parametric Speech Synthesis INTERSPEECH 2018
Processing Transition Regions of Glottal Stop Substituted /S/ for Intelligibility Enhancement of Cleft Palate Speech INTERSPEECH 2018
Algorithms for $\ell_p$ Low-Rank Approximation ICML 2017
Deep Hyperalignment NIPS 2017
Compressed Time Delay Neural Network for Small-Footprint Keyword Spotting INTERSPEECH 2017