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
2282017
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
1462016
Learning non-overlapping convolutional neural networks with multiple kernels
K Zhong, Z Song, IS Dhillon
arXiv preprint arXiv:1711.03440, 2017
542017
Efficient matrix sensing using rank-1 gaussian measurements
K Zhong, P Jain, IS Dhillon
International conference on algorithmic learning theory, 3-18, 2015
422015
Mixed Linear Regression with Multiple Components.
K Zhong, P Jain, IS Dhillon
NIPS, 2190-2198, 2016
412016
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
402020
Coordinate-wise Power Method.
Q Lei, K Zhong, IS Dhillon
NIPS, 2056-2064, 2016
392016
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
332016
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
292015
Proximal quasi-newton for computationally intensive l1-regularized m-estimators
K Zhong, IEH Yen, IS Dhillon, P Ravikumar
arXiv preprint arXiv:1406.7321, 2014
232014
Binary classification with karmic, threshold-quasi-concave metrics
B Yan, S Koyejo, K Zhong, P Ravikumar
International Conference on Machine Learning, 5531-5540, 2018
182018
Fast classification with binary prototypes
K Zhong, R Guo, S Kumar, B Yan, D Simcha, I Dhillon
Artificial Intelligence and Statistics, 1255-1263, 2017
132017
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
102019
Dual decomposed learning with Factorwise Oracles for structural SVMs of large output domain
IEH Yen, X Huang, K Zhong, R Zhang, P Ravikumar, IS Dhillon
Advances in neural information processing systems 29, 5030, 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
Advances in Neural Information Processing Systems 32, 11439-11449, 2019
82019
A modular deep learning approach for extreme multi-label text classification
WC Chang, HF Yu, K Zhong, Y Yang, I Dhillon
arXiv preprint arXiv:1905.02331, 2019
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
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
Fast second-order cone programming for safe mission planning
K Zhong, P Jain, A Kapoor
2017 IEEE International Conference on Robotics and Automation (ICRA), 79-86, 2017
42017
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Articles 1–20