conftrace_

low-rank factorization

36 papers

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Also known as

LRF

Co-occurring keywords · papers mentioning both

model compression (13) matrix factorization (6) non-convex optimization (6) matrix completion (4) low-rank approximation (4) stochastic gradient descent (4) low-rank matrix (3) singular value decomposition (3) knowledge distillation (3) parameter reduction (2)

Papers

Finding Global Optima in Nonconvex Stochastic Semidefinite Optimization with Variance Reduction AISTATS 2018 Model-based targeted dimensionality reduction for neuronal population data NeurIPS 2018 The Price of Privacy for Low-rank Factorization NeurIPS 2018 High resolution neural connectivity from incomplete tracing data using nonnegative spline regression NeurIPS 2016 Model Compression Applied to Small-Footprint Keyword Spotting Interspeech 2016 Sub-sampled Newton Methods with Non-uniform Sampling NeurIPS 2016 The non-convex Burer-Monteiro approach works on smooth semidefinite programs NeurIPS 2016 Global Convergence of Stochastic Gradient Descent for Some Non-convex Matrix Problems ICML 2015 Sparse and Low-Rank Tensor Decomposition NeurIPS 2015 Low-Rank Time-Frequency Synthesis NeurIPS 2014 Matrix factorization with binary components NeurIPS 2013