Kai Zhong
Kai Zhong
Applied Scientist, Amazon
Verifierad e-postadress på amazon.com
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Recovery guarantees for one-hidden-layer neural networks
K Zhong, Z Song, P Jain, PL Bartlett, IS Dhillon
arXiv preprint arXiv:1706.03175, 2017
1832017
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
1132016
Learning non-overlapping convolutional neural networks with multiple kernels
K Zhong, Z Song, IS Dhillon
arXiv preprint arXiv:1711.03440, 2017
402017
Efficient matrix sensing using rank-1 gaussian measurements
K Zhong, P Jain, IS Dhillon
International conference on algorithmic learning theory, 3-18, 2015
352015
Coordinate-wise power method
Q Lei, K Zhong, IS Dhillon
Advances in Neural Information Processing Systems, 2064-2072, 2016
292016
Mixed linear regression with multiple components
K Zhong, P Jain, IS Dhillon
Advances in neural information processing systems, 2190-2198, 2016
282016
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
252016
Sparse linear programming via primal and dual augmented coordinate descent
IEH Yen, K Zhong, CJ Hsieh, PK Ravikumar, IS Dhillon
Advances in Neural Information Processing Systems, 2368-2376, 2015
242015
Proximal quasi-Newton for computationally intensive l1-regularized m-estimators
K Zhong, IEH Yen, IS Dhillon, PK Ravikumar
Advances in Neural Information Processing Systems, 2375-2383, 2014
182014
Binary classification with karmic, threshold-quasi-concave metrics
B Yan, O Koyejo, K Zhong, P Ravikumar
arXiv preprint arXiv:1806.00640, 2018
122018
Fast classification with binary prototypes
K Zhong, R Guo, S Kumar, B Yan, D Simcha, I Dhillon
Artificial Intelligence and Statistics, 1255-1263, 2017
102017
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, 5030-5038, 2016
92016
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
82015
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
72016
Coordinate descent methods for symmetric nonnegative matrix factorization
A Vandaele, N Gillis, Q Lei, K Zhong, I Dhillon
arXiv preprint arXiv:1509.01404, 2015
62015
A modular deep learning approach for extreme multi-label text classification
WC Chang, HF Yu, K Zhong, Y Yang, IS Dhillon
CoRR, 2019
52019
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
X-BERT: eXtreme Multi-label Text Classification with BERT
WC Chang, HF Yu, K Zhong, Y Yang, I Dhillon
31905
X-BERT: eXtreme Multi-label Text Classification with using Bidirectional Encoder Representations from Transformers
WC Chang, HF Yu, K Zhong, Y Yang, I Dhillon
arXiv preprint arXiv:1905.02331, 2019
22019
Provable Non-linear Inductive Matrix Completion
K Zhong, Z Song, P Jain, IS Dhillon
Advances in Neural Information Processing Systems, 11439-11449, 2019
22019
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Artiklar 1–20