An end-to-end Differentially Private Latent Dirichlet Allocation Using a Spectral Algorithm
Thirty-seventh International Conference on Machine Learning (ICML), 2020.
C. Decarolis, M. Ram, S. Esmaeili, Y. Wang, F. Huang
Publisher's website
C. Decarolis, M. Ram, S. Esmaeili, Y. Wang, F. Huang
Fast GPU Convolution for CP-Decomposed Tensorial Neural Networks
Intelligent Systems Conference (IntelliSys) Proceedings 2020.
A. Reustle and T. Rabbani and F. Huang
A. Reustle and T. Rabbani and F. Huang
Can Agents Learn by Analogy? An Inferable Model for PAC Reinforcement Learning
19th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2020)
Y. Sun, F. Huang
Publisher's website
Y. Sun, F. Huang
Understanding of Generalization in Deep Learning via Tensor Methods
In Workshop on Generalization, ICML 2019, 2019
Jingling Li and Yanchao Sun and Jiahao Su and Taiji Suzuki and Furong Huang
Jingling Li and Yanchao Sun and Jiahao Su and Taiji Suzuki and Furong Huang
Understanding Generalization in Deep Learning via Tensor Methods
Twenty-third International Conference on Artificial Intelligence and Statistics (AISTATS), 2020.
J. Li, Y. Sun, J. Su, T. Suzuki, F. Huang
Publisher's website
J. Li, Y. Sun, J. Su, T. Suzuki, F. Huang
Sampling-Free Learning of Bayesian Quantized Neural Networks
In The International Conference on Learning Representations (ICLR), 2020, 2020
Jiahao Su and Milan Cvitkovic and Furong Huang
Publisher's website
Jiahao Su and Milan Cvitkovic and Furong Huang
Sample-free Bayesian Learning for Quantized Neural Networks
International Conference on Learning Representations (ICLR), 2020.
Jiahao Su, Milan Cvitkovic, Furong Huang,
Publisher's website
Jiahao Su, Milan Cvitkovic, Furong Huang,
Label Smoothing and Logit Squeezing: A Replacement for Adversarial Training?
In 30th British Machine Vision Conference (BMVC), 2019, 2019
Ali Shafahi and Amin Ghiasi and Mahyar Najibi and Furong Huang and John P. Dickerson and Tom Goldstein
Publisher's website
Ali Shafahi and Amin Ghiasi and Mahyar Najibi and Furong Huang and John P. Dickerson and Tom Goldstein
Logit-Similarity: Defending, Understanding, and Generalizing Logit-Squeezing
30th British Machine Vision Conference (BMVC), 2019
A. Shafahi, A. Ghiasi, F. Huang, T. Goldstein
A. Shafahi, A. Ghiasi, F. Huang, T. Goldstein
Reinforcement Learning for Dynamic Set Packing
RLDM, 2019
M. Curry, D. McElfresh, X. You, C. Moy, F. Huang, T. Goldstein, J. Dickerson
M. Curry, D. McElfresh, X. You, C. Moy, F. Huang, T. Goldstein, J. Dickerson