Yifei Ma
Yifei Ma
Applied Scientist, Amazon.Com
Verifierad e-postadress på amazon.com - Startsida
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Active Search and Bandits on Graphs using Sigma-Optimality.
Y Ma, TK Huang, JG Schneider
UAI, 542-551, 2015
282015
Σ-optimality for active learning on Gaussian random fields
Y Ma, R Garnett, J Schneider
Advances in Neural Information Processing Systems, 2751-2759, 2013
282013
Active pointillistic pattern search
Y Ma, D Sutherland, R Garnett, J Schneider
Artificial Intelligence and Statistics, 672-680, 2015
182015
Active area search via Bayesian quadrature
Y Ma, R Garnett, J Schneider
Artificial intelligence and statistics, 595-603, 2014
172014
Robust support vector machine using least median loss penalty
Y Ma, L Li, X Huang, S Wang
IFAC Proceedings Volumes 44 (1), 11208-11213, 2011
152011
Towards Optimal Off-Policy Evaluation for Reinforcement Learning with Marginalized Importance Sampling
T Xie, Y Ma, YX Wang
Advances in Neural Information Processing Systems, 9665-9675, 2019
142019
Trajectory-optimized sensing for active search of tissue abnormalities in robotic surgery
H Salman, E Ayvali, RA Srivatsan, Y Ma, N Zevallos, R Yasin, L Wang, ...
2018 IEEE International Conference on Robotics and Automation (ICRA), 1-5, 2018
62018
MidiFind: fast and effective similarity searching in large MIDI databases
G Xia, T Huang, Y Ma, R Dannenberg, C Faloutsos
Proceedings of the 10th International Symposium on Computer Music …, 2013
52013
Active Search for Sparse Signals with Region Sensing
Y Ma, R Garnett, J Schneider
Data-Efficient Machine Learning, ICML Workshop On, 2016
42016
Midifind: Similarity search and popularity mining in large midi databases
G Xia, T Huang, Y Ma, R Dannenberg, C Faloutsos
International Symposium on Computer Music Multidisciplinary Research, 259-276, 2013
42013
Submodularity in batch active learning and survey problems on gaussian random fields
Y Ma, R Garnett, J Schneider
arXiv preprint arXiv:1209.3694, 2012
42012
Dynamic mini-batch SGD for elastic distributed training: learning in the limbo of resources
H Lin, H Zhang, Y Ma, T He, Z Zhang, S Zha, M Li
arXiv preprint arXiv:1904.12043, 2019
22019
Marginalized Off-Policy Evaluation for Reinforcement Learning
T Xie, UM Amehrst, YX Wang, Y Ma, AI Amazon
NeurIPS 2018 Workshop on Causal Learning, 2018
12018
Fast bayesian optimization via conjugate sampling
Y Ma, R Garnett, J Schneider, AG Wilson
NIPS 2016 Workshop on Practical Bayesian Nonparametric, 2017b 5, 0
1
Imitation-Regularized Offline Learning
Y Ma, YX Wang
arXiv preprint arXiv:1901.04723, 2019
2019
Hierarchical Temporal-Contextual Recommenders
Y Ma, MB Narayanaswamy
NIPS workshop on modeling and decision-making in the spatiotemporal domain, 2018
2018
Active Search with Complex Actions and Rewards
Y Ma
Carnegie Mellon University, 2017
2017
Home/Publications
N Kalra, T Lauwers, D Dewey, T Stepleton, MB Dias, D Ferguson, ...
Journal Article 94 (7), 1257-1270, 2006
2006
CMU-ML-17-101 Active Search with Complex Actions and Rewards
Y Ma
2017 Theses by Author
K EARLY, Y MA, GD MONTAÑEZ, SJ REDDI, YX WANG, J XIANG
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Artiklar 1–20