conftrace_

low-rank matrices

11 papers

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Co-occurring keywords

low-rank matrix (174) low-rank matrix recovery (57) manifold optimization (67) matrix completion (356) matrix factorization (529) riemannian optimization (89) riemannian geometry (68) local averaging (3) surrogate loss (94) pauli measurements (1)

Papers

A Phase Transition between Positional and Semantic Learning in a Solvable Model of Dot-Product Attention NIPS 2024
Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems NIPS 2022
The interplay between randomness and structure during learning in RNNs NIPS 2020
Riemannian Optimization for Skip-Gram Negative Sampling ACL 2017
Bayesian inference for low rank spatiotemporal neural receptive fields NIPS 2013
Convex Calibrated Surrogates for Low-Rank Loss Matrices with Applications to Subset Ranking Losses NIPS 2013
Active Learning of Multi-Index Function Models NIPS 2012
RTRMC: A Riemannian trust-region method for low-rank matrix completion NIPS 2011
Universal low-rank matrix recovery from Pauli measurements NIPS 2011
A Denoising View of Matrix Completion NIPS 2011
Online Learning in The Manifold of Low-Rank Matrices NIPS 2010