Kai Zhong
Kai Zhong
Applied Scientist, Amazon
Verified email at amazon.com
Title
Cited by
Cited by
Year
Recovery guarantees for one-hidden-layer neural networks
K Zhong, Z Song, P Jain, PL Bartlett, IS Dhillon
International conference on machine learning, 4140-4149, 2017
2492017
Pd-sparse: A primal and dual sparse approach to extreme multiclass and multilabel classification
IEH Yen, X Huang, P Ravikumar, K Zhong, I Dhillon
International conference on machine learning, 3069-3077, 2016
1602016
Taming pretrained transformers for extreme multi-label text classification
WC Chang, HF Yu, K Zhong, Y Yang, IS Dhillon
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
67*2020
Learning non-overlapping convolutional neural networks with multiple kernels
K Zhong, Z Song, IS Dhillon
arXiv preprint arXiv:1711.03440, 2017
562017
Efficient matrix sensing using rank-1 gaussian measurements
K Zhong, P Jain, IS Dhillon
International conference on algorithmic learning theory, 3-18, 2015
472015
Mixed Linear Regression with Multiple Components.
K Zhong, P Jain, IS Dhillon
NIPS, 2190-2198, 2016
442016
Coordinate-wise power method
Q Lei, K Zhong, IS Dhillon
Advances in Neural Information Processing Systems, 2064-2072, 2016
432016
Efficient and non-convex coordinate descent for symmetric nonnegative matrix factorization
A Vandaele, N Gillis, Q Lei, K Zhong, I Dhillon
IEEE Transactions on Signal Processing 64 (21), 5571-5584, 2016
362016
Sparse Linear Programming via Primal and Dual Augmented Coordinate Descent.
IEH Yen, K Zhong, CJ Hsieh, P Ravikumar, IS Dhillon
NIPS 3 (2), 3.2, 2015
322015
Proximal quasi-newton for computationally intensive l1-regularized m-estimators
K Zhong, IEH Yen, IS Dhillon, P Ravikumar
arXiv preprint arXiv:1406.7321, 2014
242014
Binary classification with karmic, threshold-quasi-concave metrics
B Yan, S Koyejo, K Zhong, P Ravikumar
International Conference on Machine Learning, 5531-5540, 2018
212018
Fast classification with binary prototypes
K Zhong, R Guo, S Kumar, B Yan, D Simcha, I Dhillon
Artificial Intelligence and Statistics, 1255-1263, 2017
142017
X-bert: extreme multi-label text classification with bert
WC Chang, HF Yu, K Zhong, Y Yang, I Dhillon
arXiv preprint arXiv:1905.02331, 2019
122019
A modular deep learning approach for extreme multi-label text classification
WC Chang, HF Yu, K Zhong, Y Yang, IS Dhillon
102019
Dual decomposed learning with factorwise oracle for structural svm of large output domain
IEH Yen, X Huang, K Zhong, R Zhang, PK Ravikumar, IS Dhillon
Advances in neural information processing systems 29, 5030-5038, 2016
102016
A convex exemplar-based approach to mad-bayes dirichlet process mixture models
EH Yen, X Lin, K Zhong, P Ravikumar, I Dhillon
International Conference on Machine Learning, 2418-2426, 2015
92015
Provable non-linear inductive matrix completion
K Zhong, Z Song, P Jain, IS Dhillon
82019
Practical public PUF enabled by solving max-flow problem on chip
M Li, J Miao, K Zhong, DZ Pan
2016 53nd ACM/EDAC/IEEE Design Automation Conference (DAC), 1-6, 2016
82016
Pecos: Prediction for enormous and correlated output spaces
HF Yu, K Zhong, IS Dhillon
arXiv preprint arXiv:2010.05878, 2020
72020
Coordinate descent methods for symmetric nonnegative matrix factorization
A Vandaele, N Gillis, Q Lei, K Zhong, I Dhillon
arXiv preprint arXiv:1509.01404, 2015
72015
The system can't perform the operation now. Try again later.
Articles 1–20