Transfer Learning for Performance Modeling of Configurable Systems: An Exploratory Analysis

7 September 2017

Papers citing "Transfer Learning for Performance Modeling of Configurable Systems: An Exploratory Analysis"

9 / 9 papers shown

Title
CURE: Simulation-Augmented Auto-Tuning in Robotics Md. Abir Hossen Sonam Kharade Jason M. O'Kane B. Schmerl David Garlan Pooyan Jamshidi 53 1 0 08 Feb 2024
Learning to select data for transfer learning with Bayesian Optimization Sebastian Ruder Barbara Plank 77 185 0 17 Jul 2017
Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-tuning Weifeng Ge Yizhou Yu 141 233 0 28 Feb 2017
Faster Discovery of Faster System Configurations with Spectral Learning V. Nair Tim Menzies Norbert Siegmund S. Apel 44 62 0 27 Jan 2017
An Uncertainty-Aware Approach to Optimal Configuration of Stream Processing Systems Pooyan Jamshidi G. Casale TPM 35 116 0 21 Jun 2016
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 362 19,660 0 09 Mar 2015
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 220 5,206 0 10 Feb 2015
Patterns in the Chaos - a Study of Performance Variation and Predictability in Public IaaS Clouds Philipp Leitner Jürgen Cito 46 221 0 10 Nov 2014
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 234 8,344 0 06 Nov 2014