Zobrazeno 1 - 10
of 797
pro vyhledávání: '"Shen, Huan"'
Autor:
Tan, Rong-Xi, Xue, Ke, Lyu, Shen-Huan, Shang, Haopu, Wang, Yao, Wang, Yaoyuan, Fu, Sheng, Qian, Chao
Offline model-based optimization (MBO) aims to identify a design that maximizes a black-box function using only a fixed, pre-collected dataset of designs and their corresponding scores. A common approach in offline MBO is to train a regression-based
Externí odkaz:
http://arxiv.org/abs/2410.11502
Publikováno v:
Proceedings of the 27th European Conference on Artificial Intelligence, 2024
This paper introduces a novel framework designed to achieve a high compression ratio in Split Learning (SL) scenarios where resource-constrained devices are involved in large-scale model training. Our investigations demonstrate that compressing featu
Externí odkaz:
http://arxiv.org/abs/2408.13787
Publikováno v:
In: Proceedings of the 27th European Conference on Artificial Intelligence, 2024
Random forests are classical ensemble algorithms that construct multiple randomized decision trees and aggregate their predictions using naive averaging. \citet{zhou2019deep} further propose a deep forest algorithm with multi-layer forests, which out
Externí odkaz:
http://arxiv.org/abs/2407.05108
Selective classification enables models to make predictions only when they are sufficiently confident, aiming to enhance safety and reliability, which is important in high-stakes scenarios. Previous methods mainly use deep neural networks and focus o
Externí odkaz:
http://arxiv.org/abs/2406.04745
Deep forest is a non-differentiable deep model which has achieved impressive empirical success across a wide variety of applications, especially on categorical/symbolic or mixed modeling tasks. Many of the application fields prefer explainable models
Externí odkaz:
http://arxiv.org/abs/2305.00805
Publikováno v:
In Information Sciences October 2024 680
Publikováno v:
In Mechanical Systems and Signal Processing 1 September 2024 218
Publikováno v:
In Journal of Luminescence January 2025 277
Publikováno v:
In Applied Mathematical Modelling January 2025 137 Part B
Autor:
Yu, Shuo1 (AUTHOR), Shen, Huan2 (AUTHOR), Chen, Xi2 (AUTHOR), Wang, Hong2 (AUTHOR), He, Chenyang3 (AUTHOR), Hu, Tinghua4 (AUTHOR), Cao, Gang1 (AUTHOR) paul5381@sina.com, Zhang, Lu1,2 (AUTHOR) Lulu-Zhang@xjtu.edu.cn
Publikováno v:
Journal of Nanobiotechnology. 6/14/2024, Vol. 22 Issue 1, p1-16. 16p.