Latency-Aware Neural Architecture Search with Multi-Objective Bayesian
Optimization

Latency-Aware Neural Architecture Search with Multi-Objective Bayesian Optimization

22 June 2021

Akshat Shrivastava

Ganesh Venkatesh

Maximilian Balandat

Papers citing "Latency-Aware Neural Architecture Search with Multi-Objective Bayesian Optimization"

10 / 10 papers shown

Title
Dense Optimizer : An Information Entropy-Guided Structural Search Method for Dense-like Neural Network Design Liu Tianyuan Hou Libin Wang Linyuan Song Xiyu Yan Bin 38 0 0 10 Oct 2024
Dynamical Isometry based Rigorous Fair Neural Architecture Search Jianxiang Luo Junyi Hu Tianji Pang Weihao Huang Chuan-Hsi Liu 21 0 0 05 Jul 2023
Subgraph Stationary Hardware-Software Inference Co-Design Payman Behnam Jianming Tong Alind Khare Yang Chen Yue Pan Pranav Gadikar Abhimanyu Bambhaniya T. Krishna Alexey Tumanov 22 4 0 21 Jun 2023
AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning Han Zhou Xingchen Wan Ivan Vulić Anna Korhonen 24 45 0 28 Jan 2023
Pareto Set Learning for Expensive Multi-Objective Optimization Xi Lin Zhiyuan Yang Xiao-Yan Zhang Qingfu Zhang 39 54 0 16 Oct 2022
Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey Dalin Zhang Kaixuan Chen Yan Zhao B. Yang Li-Ping Yao Christian S. Jensen 48 3 0 22 Aug 2022
Revisiting Architecture-aware Knowledge Distillation: Smaller Models and Faster Search Taehyeon Kim Heesoo Myeong Se-Young Yun 35 2 0 27 Jun 2022
Robust Multi-Objective Bayesian Optimization Under Input Noise Sam Daulton Sait Cakmak Maximilian Balandat Michael A. Osborne Enlu Zhou E. Bakshy AAML 22 36 0 15 Feb 2022
Sustainable AI: Environmental Implications, Challenges and Opportunities Carole-Jean Wu Ramya Raghavendra Udit Gupta Bilge Acun Newsha Ardalani ... Maximilian Balandat Joe Spisak R. Jain Michael G. Rabbat K. Hazelwood 52 382 0 30 Oct 2021
Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces Sam Daulton David Eriksson Maximilian Balandat E. Bakshy 22 105 0 22 Sep 2021