conftrace_

subspace optimization

8 papers

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Co-occurring keywords · papers mentioning both

bayesian optimization (2) high-dimensional optimization (2) strict complementarity (1) photonic chip (1) in-situ training (1) galore (1) golore (1) pgd attack (1) on-chip learning (1) catastrophic overfitting (1)

Papers

Subspace Optimization for Large Language Models with Convergence Guarantees ICML 2025 Local Linear Convergence of Gradient Methods for Subspace Optimization via Strict Complementarity NeurIPS 2022 Monte Carlo Tree Search based Variable Selection for High Dimensional Bayesian Optimization NeurIPS 2022 Subspace Adversarial Training CVPR 2022 L2ight: Enabling On-Chip Learning for Optical Neural Networks via Efficient in-situ Subspace Optimization NeurIPS 2021 Improving Neural Network Training in Low Dimensional Random Bases NeurIPS 2020 Trading Convergence Rate with Computational Budget in High Dimensional Bayesian Optimization AAAI 2020 SEBOOST - Boosting Stochastic Learning Using Subspace Optimization Techniques NeurIPS 2016