Yifei Ma
Yifei Ma
Applied Scientist, Amazon.Com
Verified email at - Homepage
Cited by
Cited by
Towards optimal off-policy evaluation for reinforcement learning with marginalized importance sampling
T Xie, Y Ma, YX Wang
Advances in Neural Information Processing Systems 32, 2019
Σ-Optimality for Active Learning on Gaussian Random Fields.
Y Ma, R Garnett, JG Schneider
Advances in Neural Information Processing Systems, 2751-2759, 2013
Temporal-Contextual Recommendation in Real-Time
Y Ma, B Narayanaswamy, H Lin, H Ding
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
Zero-Shot Recommender Systems
H Ding, Y Ma, A Deoras, Y Wang, H Wang
arXiv preprint arXiv:2105.08318, 2021
Active Search and Bandits on Graphs using Sigma-Optimality.
Y Ma, TK Huang, JG Schneider
UAI 542, 551, 2015
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
Imitation-regularized offline learning
Y Ma, YX Wang, B Narayanaswamy
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
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), 5356-5363, 2018
MidiFind: fast and effective similarity searching in large MIDI databases
T Huang, G Xia, Y Ma, R Dannenberg, C Faloutsos
Proceedings of the 10th International Symposium on Computer Music …, 2013
Active pointillistic pattern search
Y Ma, D Sutherland, R Garnett, J Schneider
Artificial Intelligence and Statistics, 672-680, 2015
Active area search via Bayesian quadrature
Y Ma, R Garnett, J Schneider
Artificial intelligence and statistics, 595-603, 2014
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
Active Search for Sparse Signals with Region Sensing
Y Ma, R Garnett, J Schneider
Data-Efficient Machine Learning, ICML Workshop On, 2016
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
Submodularity in batch active learning and survey problems on gaussian random fields
Y Ma, R Garnett, J Schneider
arXiv preprint arXiv:1209.3694, 2012
Bridging Recommendation and Marketing via Recurrent Intensity Modeling
Y Ma, G Liu, A Deoras
International Conference on Learning Representations, 2021
Marginalized Off-Policy Evaluation for Reinforcement Learning
T Xie, YX Wang, Y Ma
NeurIPS 2018 Workshop on Causal Learning, 2018
Hierarchical Temporal-Contextual Recommenders
Y Ma, MB Narayanaswamy
NIPS workshop on modeling and decision-making in the spatiotemporal domain, 2018
Fast bayesian optimization via conjugate sampling
Y Ma, R Garnett, J Schneider, AG Wilson
NIPS 2016 Workshop on Practical Bayesian Nonparametric, 2017b 5, 0
Recurrent Exploration Networks for Recommender Systems
H Wang, Y Ma, H Ding, B Wang
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