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Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds
Neural Information Processing Systems (NIPS), 2018
Authors: K. Lui , G. W. Ding , R. Huang
Abstract
Improving Reinforcement Learning with Human Input
International Joint Conference on Artificial Intelligence, 2018
Authors: M. E. Taylor
Abstract Paper BibTeX Blog
Adversarial Contrastive Estimation
Association for Computational Linguistics (Long Paper), 2018
Authors: *A. J. Bose, *H. Ling, *Y. Cao
* Denotes equal contribution
Abstract Paper BibTeX Blog
Improving GAN Training via Binarized Representation Entropy (BRE) Regularization
International Conference on Learning Representations, 2018
Authors: Y. Cao , G. W. Ding , K. Lui , R. Huang
Abstract Paper BibTeX Blog
Min-Max Propagation
Neural Information Processing Systems, 2017
Authors: C. Srinivasa , I. Givoni, S. Ravanbahksh, B. J. Frey
Abstract Paper BibTeX
Implicit Manifold Learning on Generative Adversarial Networks
International Conference on Machine Learning (Workshop on Implicit Models), 2017
Authors: K. Lui , Y. Cao , M. Gazeau , K. S. Zhang
Abstract Paper BibTeX Blog
Automatic Selection of t-SNE Perplexity
International Conference on Machine Learning (Workshop on AutoML), 2017
Authors: Y. Cao , L. Wang
Abstract Paper BibTeX Blog