Gibbs Max-Margin Topic Models with Fast Sampling Algorithms. - Jun Zhu 001; Ning Chen 002; Hugh Perkins; Bo Zhang 010 (ICML (1), 2013)

Gibbs max-margin topic models with data augmentation. - Jun Zhu 001; Ning Chen 002; Hugh Perkins; Bo Zhang 010 (J. Mach. Learn. Res., 2014)

Fast Parallel SVM using Data Augmentation. - Hugh Perkins; Minjie Xu; Jun Zhu 001; Bo Zhang 010 (CoRR, 2015)

cltorch: a Hardware-Agnostic Backend for the Torch Deep Neural Network Library, Based on OpenCL. - Hugh Perkins (CoRR, 2016)

CUDA-on-CL: a compiler and runtime for running NVIDIA® CUDA™ C++11 applications on OpenCL™ 1.2 Devices. - Hugh Perkins (IWOCL, 2017)

Dialog Intent Induction with Deep Multi-View Clustering. - Hugh Perkins; Yi Yang 038 (EMNLP/IJCNLP (1), 2019)

"This item is a glaxefw, and this is a glaxuzb": Compositionality Through Language Transmission, using Artificial Neural Networks. - Hugh Perkins (CoRR, 2021)

A Framework for Measuring Compositional Inductive Bias. - Hugh Perkins (CoRR, 2021)

TexRel: a Green Family of Datasets for Emergent Communications on Relations. - Hugh Perkins (CoRR, 2021)