no code implementations • ICLR 2019 • Jiawei Zhang, Limeng Cui, Fisher B. Gouza
Deep learning, a rebranding of deep neural network research works, has achieved a remarkable success in recent years.
no code implementations • 22 May 2018 • Jiawei Zhang, Limeng Cui, Fisher B. Gouza
To address the problem, a novel generative model, namely EgoCoder, will be introduced in this paper.
no code implementations • 19 May 2018 • Jiawei Zhang, Limeng Cui, Fisher B. Gouza
In this paper, we aim at introducing a new machine learning model, namely reconciled polynomial machine, which can provide a unified representation of existing shallow and deep machine learning models.
no code implementations • 19 May 2018 • Jiawei Zhang, Limeng Cui, Fisher B. Gouza
In this paper, we propose to provide a general ensemble learning framework based on deep learning models.
no code implementations • 19 May 2018 • Jiawei Zhang, Limeng Cui, Fisher B. Gouza
In this paper, we introduce an alternative approach, namely GEN (Genetic Evolution Network) Model, to the deep learning models.
no code implementations • 19 May 2018 • Jiawei Zhang, Fisher B. Gouza
Deep neural network learning can be formulated as a non-convex optimization problem.
1 code implementation • 23 Mar 2018 • Jiawei Zhang, Limeng Cui, Fisher B. Gouza
Deep learning, a rebranding of deep neural network research works, has achieved a remarkable success in recent years.