Machine Learning · Computer Science
A High-order Tuner for Accelerated Learning and Control
Spencer McDonald, Yingnan Cui, Joseph E. Gaudio, Anuradha M. Annaswamy
2021-03-25
Computation and Language · Computer Science
Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning
Zhen-Ru Zhang, Chuanqi Tan, Haiyang Xu, Chengyu Wang +2
2023-05-25
Optimization and Control · Mathematics
Parameter Estimation of Nonlinearly Parameterized Regressions without Overparameterization nor Persistent Excitation: Application to System Identification and Adaptive Control
Romeo Ortega, Vladislav Gromov, Emmanuel Nuño, Anton Pyrkin +1
2019-10-18
Robotics · Computer Science
DiffTune$^+$: Hyperparameter-Free Auto-Tuning using Auto-Differentiation
Sheng Cheng, Lin Song, Minkyung Kim, Shenlong Wang +1
2023-05-16
Distributed, Parallel, and Cluster Computing · Computer Science
Dataloader Parameter Tuner: An Automated Dataloader Parameter Tuner for Deep Learning Models
JooYoung Park, DoangJoo Synn, XinYu Piao, Jong-Kook Kim
2022-10-12
Machine Learning · Computer Science
FTuner: A Fast Dynamic Shape Tensors Program Auto-Tuner for Deep Learning Compilers
Pengyu Mu, Linquan Wei, Yi Liu, Rui Wang
2024-08-01
Systems and Control · Electrical Eng. & Systems
Tuning of multivariable model predictive controllersthrough expert bandit feedback
Alex. S. Ira, Chris Manzie, Iman Shames, Robert Chin +3
2020-02-11
Computation and Language · Computer Science
Parameter-Efficient Tuning with Special Token Adaptation
Xiaocong Yang, James Y. Huang, Wenxuan Zhou, Muhao Chen
2023-02-15
Computation and Language · Computer Science
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models
Xiaoshuang Ji, Zhendong Zhao, Xiaojun Chen, Xin Zhao +1
2025-06-27
Adaptation and Self-Organizing Systems · Physics
Adaptive Tuning of Feedback Gain in Time-Delayed Feedback Control
Judith Lehnert, Philipp Hövel, Valentin Flunkert, Peter Yu. Guzenko +2
2016-08-10
Systems and Control · Electrical Eng. & Systems
Robust exact differentiators with predefined convergence time
Richard Seeber, Hernan Haimovich, Martin Horn, Leonid Fridman +1
2021-09-10
Systems and Control · Electrical Eng. & Systems
Performance-Driven Controller Tuning via Derivative-Free Reinforcement Learning
Yuheng Lei, Jianyu Chen, Shengbo Eben Li, Sifa Zheng
2022-09-13