Rie Johnson

According to our database, Rie Johnson authored at least 17 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Inconsistency, Instability, and Generalization Gap of Deep Neural Network Training.

Rie Johnson, Tong Zhang

CoRR, 2023

Inconsistency, Instability, and Generalization Gap of Deep Neural Network Training.

Rie Johnson, Tong Zhang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

A Framework of Composite Functional Gradient Methods for Generative Adversarial Models.

Rie Johnson, Tong Zhang

IEEE Trans. Pattern Anal. Mach. Intell., 2021

2020

Guided Learning of Nonconvex Models through Successive Functional Gradient Optimization.

Rie Johnson, Tong Zhang

Proceedings of the 37th International Conference on Machine Learning, 2020

2018

Composite Functional Gradient Learning of Generative Adversarial Models.

Rie Johnson, Tong Zhang

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Deep Pyramid Convolutional Neural Networks for Text Categorization.

Rie Johnson, Tong Zhang

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Convolutional Neural Networks for Text Categorization: Shallow Word-level vs. Deep Character-level.

Rie Johnson, Tong Zhang

CoRR, 2016

Supervised and Semi-Supervised Text Categorization using One-Hot LSTM for Region Embeddings.

Rie Johnson, Tong Zhang

CoRR, 2016

Supervised and Semi-Supervised Text Categorization using LSTM for Region Embeddings.

Rie Johnson, Tong Zhang

Proceedings of the 33nd International Conference on Machine Learning, 2016

2015

Semi-Supervised Learning with Multi-View Embedding: Theory and Application with Convolutional Neural Networks.

Rie Johnson, Tong Zhang

CoRR, 2015

Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding.

Rie Johnson, Tong Zhang

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Effective Use of Word Order for Text Categorization with Convolutional Neural Networks.

Rie Johnson, Tong Zhang

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

2014

Learning Nonlinear Functions Using Regularized Greedy Forest.

Rie Johnson, Tong Zhang

IEEE Trans. Pattern Anal. Mach. Intell., 2014

2013

Accelerating Stochastic Gradient Descent using Predictive Variance Reduction.

Rie Johnson, Tong Zhang

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

2008

Graph-Based Semi-Supervised Learning and Spectral Kernel Design.

Rie Johnson, Tong Zhang

IEEE Trans. Inf. Theory, 2008

Word sense disambiguation across two domains: Biomedical literature and clinical notes.

Guergana K. Savova, Anni Coden, Igor L. Sominsky, Rie Johnson, Philip V. Ogren, Piet C. de Groen, Christopher G. Chute

J. Biomed. Informatics, 2008

2007

On the Effectiveness of Laplacian Normalization for Graph Semi-supervised Learning.

Rie Johnson, Tong Zhang

J. Mach. Learn. Res., 2007