Rie Johnson

发表

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

Tong Zhang, Rie Johnson, Rie Johnson, 2014, NAACL.

Graph-Based Semi-Supervised Learning and Spectral Kernel Design

Tong Zhang, Rie Johnson, Rie Johnson, 2008, IEEE Transactions on Information Theory.

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

Tong Zhang, Rie Johnson, Rie Johnson, 2007, J. Mach. Learn. Res..

Deep Pyramid Convolutional Neural Networks for Text Categorization

Tong Zhang, Rie Johnson, Rie Johnson, 2017, ACL.

Learning Nonlinear Functions Using Regularized Greedy Forest

Tong Zhang, Rie Johnson, Rie Johnson, 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.

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

Tong Zhang, Rie Johnson, Rie Johnson, 2015, NIPS.

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

Tong Zhang, Rie Johnson, Rie Johnson, 2015, ArXiv.

Accelerating Stochastic Gradient Descent using Predictive Variance Reduction

Tong Zhang, Rie Johnson, Rie Johnson, 2013, NIPS.

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

Tong Zhang, Rie Johnson, Rie Johnson, 2016, ICML.

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

Rie Johnson, Tong Zhang, 2023, arXiv.org.

A Framework of Composite Functional Gradient Methods for Generative Adversarial Models

Tong Zhang, Rie Johnson, Rie Johnson, 2021, IEEE Transactions on Pattern Analysis and Machine Intelligence.

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

Tong Zhang, Rie Johnson, Rie Johnson, 2016, ArXiv.

Guided Learning of Nonconvex Models through Successive Functional Gradient Optimization

Tong Zhang, Rie Johnson, Rie Johnson, 2020, ICML.