conftrace_

tensor optimization

5 papers

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Co-occurring keywords

gradient descent (1144) tensor decomposition (375) rank adaptation (3) parameter compression (26) global optimality (34) local convergence (14) critical point (24) rank-one approximation (3) burer-monteiro factorization (5) matching accuracy (2)

Papers

CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization NIPS 2024
Algorithmic Regularization in Tensor Optimization: Towards a Lifted Approach in Matrix Sensing NIPS 2023
Local and Global Convergence of General Burer-Monteiro Tensor Optimizations AAAI 2022
Exact Partitioning of High-order Models with a Novel Convex Tensor Cone Relaxation JMLR 2022
A Flexible Tensor Block Coordinate Ascent Scheme for Hypergraph Matching CVPR 2015