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Papers
Subnet-Aware Dynamic Supernet Training for Neural Architecture Search
CVPR 2025
Unlearning as multi-task optimization: A normalized gradient difference approach with an adaptive learning rate
NAACL 2025
AutoDrop: Training Deep Learning Models with Automatic Learning Rate Drop
UAI 2024
FedHyper: A Universal and Robust Learning Rate Scheduler for Federated Learning with Hypergradient Descent
ICLR 2024
Hop, skip, jump to Convergence: Dynamics of Learning Rate Transitions for Improved Training of Large Language Models
EMNLP 2024
LEMON: Lossless model expansion
ICLR 2024
Mind the (optimality) Gap: A Gap-Aware Learning Rate Scheduler for Adversarial Nets
AISTATS 2023