conftrace_

rank adaptation

3 papers

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Co-occurring keywords

model compression (3302) large language model (13587) neural network (6616) matrix differential equation (1) rank-adaptive optimization (1) tensorized embedding (1) tensor optimization (5) parameter compression (26) confidence set (26) memory efficiency (261)

Papers

CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization NIPS 2024
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations NIPS 2022
Active multiple matrix completion with adaptive confidence sets AISTATS 2019