Chicheng Zhang
Chicheng Zhang
Verified email at cs.arizona.edu - Homepage
Title
Cited by
Cited by
Year
Beyond disagreement-based agnostic active learning
C Zhang, K Chaudhuri
Advances in Neural Information Processing Systems, 442-450, 2014
672014
Active learning from weak and strong labelers
C Zhang, K Chaudhuri
Advances in Neural Information Processing Systems, 703-711, 2015
632015
Revisiting perceptron: Efficient and label-optimal learning of halfspaces
S Yan, C Zhang
Advances in Neural Information Processing Systems, 1056-1066, 2017
27*2017
Deep Batch Active Learning by Diverse, Uncertain Gradient Lower Bounds.
JT Ash, C Zhang, A Krishnamurthy, J Langford, A Agarwal
ICLR, 2020
262020
Search improves label for active learning
A Beygelzimer, DJ Hsu, J Langford, C Zhang
Advances in Neural Information Processing Systems, 3342-3350, 2016
212016
Contextual Bandits with Continuous Actions: Smoothing, Zooming, and Adapting
A Krishnamurthy, J Langford, A Slivkins, C Zhang
Journal of Machine Learning Research 21 (137), 1-45, 2020
192020
Efficient active learning of sparse halfspaces
C Zhang
arXiv preprint arXiv:1805.02350, 2018
122018
The extended littlestone’s dimension for learning with mistakes and abstentions
C Zhang, K Chaudhuri
Conference on Learning Theory, 1584-1616, 2016
102016
Warm-starting contextual bandits: Robustly combining supervised and bandit feedback
C Zhang, A Agarwal, H Daumé III, J Langford, SN Negahban
arXiv preprint arXiv:1901.00301, 2019
72019
Efficient Online Bandit Multiclass Learning with Regret
A Beygelzimer, F Orabona, C Zhang
arXiv preprint arXiv:1702.07958, 2017
52017
Efficient active learning of sparse halfspaces with arbitrary bounded noise
C Zhang, J Shen, P Awasthi
arXiv preprint arXiv:2002.04840, 2020
42020
Spectral learning of large structured hmms for comparative epigenomics
C Zhang, J Song, K Chaudhuri, K Chen
Advances in Neural Information Processing Systems, 469-477, 2015
42015
Bandit multiclass linear classification: Efficient algorithms for the separable case
A Beygelzimer, D Pál, B Szörényi, D Thiruvenkatachari, CY Wei, C Zhang
arXiv preprint arXiv:1902.02244, 2019
32019
Active Learning and Confidence-rated Prediction
C Zhang
UC San Diego, 2017
22017
Improved algorithms for confidence-rated prediction with error guarantees
K Chaudhuri, C Zhang
22013
Active Online Domain Adaptation
Y Chen, H Luo, T Ma, C Zhang
arXiv preprint arXiv:2006.14481, 2020
12020
Efficient Contextual Bandits with Continuous Actions
M Majzoubi, C Zhang, R Chari, A Krishnamurthy, J Langford, A Slivkins
arXiv preprint arXiv:2006.06040, 2020
12020
Attribute-Efficient Learning of Halfspaces with Malicious Noise: Near-Optimal Label Complexity and Noise Tolerance
J Shen, C Zhang
arXiv preprint arXiv:2006.03781, 2020
12020
Crush Optimism with Pessimism: Structured Bandits Beyond Asymptotic Optimality
KS Jun, C Zhang
arXiv preprint arXiv:2006.08754, 2020
2020
Stochastic Multi-Player Bandit Learning from Player-Dependent Feedback
Z Wang, MK Singh, C Zhang, LD Riek, K Chaudhuri
ICML Workshop on Real World Experiment Design and Active Learning, 2020
2020
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Articles 1–20