Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Neural Networks with Recurrent Generative Feedback

Jul 17, 2020
Yujia Huang, James Gornet, Sihui Dai, Zhiding Yu, Tan Nguyen, Doris Y. Tsao, Anima Anandkumar


  Access Paper or Ask Questions

Sample Efficient Graph-Based Optimization with Noisy Observations

Jun 04, 2020
Tan Nguyen, Ali Shameli, Yasin Abbasi-Yadkori, Anup Rao, Branislav Kveton

* AISTATS 2019 
* The first version of this paper appeared in AISTATS 2019. Thank to community feedback, some typos and a minor issue have been identified. Specifically, on page 4, column 2, line 18, the statement $\Delta_{1,s} \ge (1+m)^{S-1-s} \Delta_1$ is not valid, and in the proof of Theorem 2, "By Lemma 1" should be "By Definition 2". These problems are fixed in this updated version published here on arxiv 

  Access Paper or Ask Questions

Learning Near-optimal Convex Combinations of Basis Models with Generalization Guarantees

Oct 09, 2019
Tan Nguyen, Nan Ye, Peter L. Bartlett


  Access Paper or Ask Questions

Dual Dynamic Inference: Enabling More Efficient, Adaptive and Controllable Deep Inference

Jul 17, 2019
Yue Wang, Jianghao Shen, Ting-Kuei Hu, Pengfei Xu, Tan Nguyen, Richard Baraniuk, Zhangyang Wang, Yingyan Lin


  Access Paper or Ask Questions

Out-of-Distribution Detection Using Neural Rendering Generative Models

Jul 10, 2019
Yujia Huang, Sihui Dai, Tan Nguyen, Richard G. Baraniuk, Anima Anandkumar


  Access Paper or Ask Questions

Semi-Supervised Learning with the Deep Rendering Mixture Model

Dec 06, 2016
Tan Nguyen, Wanjia Liu, Ethan Perez, Richard G. Baraniuk, Ankit B. Patel


  Access Paper or Ask Questions

A Probabilistic Framework for Deep Learning

Dec 06, 2016
Ankit B. Patel, Tan Nguyen, Richard G. Baraniuk

* arXiv admin note: substantial text overlap with arXiv:1504.00641 

  Access Paper or Ask Questions

A Probabilistic Theory of Deep Learning

Apr 02, 2015
Ankit B. Patel, Tan Nguyen, Richard G. Baraniuk

* 56 pages, 6 figures, 2 tables 

  Access Paper or Ask Questions