引用次数
引用: 626
H-指数: 13
I10-指数 : 13
出版物: 28
Active Area Search via Bayesian Quadrature
Yifei Ma , Jeff G. Schneider , Roman Garnett
international conference on artificial intelligence and statistics 595 -603
8
2014
Submodularity in Batch Active Learning and Survey Problems on Gaussian Random Fields
Yifei Ma , Jeff G. Schneider , Roman Garnett
arXiv: Learning
4
2012
Σ-Optimality for Active Learning on Gaussian Random Fields
Yifei Ma , Jeff Schneider , Roman Garnett
neural information processing systems 26 2751 -2759
52
2013
Active Pointillistic Pattern Search
Yifei Ma , Jeff G. Schneider , Roman Garnett , Danica J. Sutherland
international conference on artificial intelligence and statistics 672 -680
6
2015
Active Search for Sparse Signals with Region Sensing
Yifei Ma , Jeff Schneider , Roman Garnett
arXiv: Machine Learning
2016
Imitation-Regularized Offline Learning
Yifei Ma , Yu-Xiang Wang , Balakrishnan Narayanaswamy
international conference on artificial intelligence and statistics 2956 -2965
16
2019
Towards Optimal Off-Policy Evaluation for Reinforcement Learning with Marginalized Importance Sampling
Yifei Ma , Yu-Xiang Wang , Tengyang Xie
neural information processing systems 32 9665 -9675
43
2019
Temporal-Contextual Recommendation in Real-Time
Yifei Ma , Balakrishnan (Murali) Narayanaswamy , Haibin Lin , Hao Ding
knowledge discovery and data mining 2291 -2299
35
2020
Trajectory-Optimized Sensing for Active Search of Tissue Abnormalities in Robotic Surgery
Hadi Salman , Elif Ayvali , Rangaprasad Arun Srivatsan , Yifei Ma
2018 IEEE International Conference on Robotics and Automation (ICRA) 5356 -5363
6
2018
Robust Support Vector Machine Using Least Median Loss Penalty
Xiaolin Huang , Shuning Wang , Yifei Ma , Li Li
IFAC Proceedings Volumes 44 ( 1) 11208 -11213
16
2011
Zero-shot recommender systems
Hao Ding , Yifei Ma , Anoop Deoras , Yuyang Wang
arXiv preprint arXiv:2105.08318
60
2021
Bridging recommendation and marketing via recurrent intensity modeling
Yifei Ma , Ge Liu , Anoop Deoras
International Conference on Learning Representations
3
2021
Recurrent intensity modeling for user recommendation and online matching
Yifei Ma , Ge Liu , Anoop Deoras
2021
MidiFind: fast and effective similarity searching in large MIDI databases
Tongbo Huang , Guangyu Xia , Yifei Ma , Roger Dannenberg
Proc. of the 10th International Symposium on Computer Music Multidisciplinary Research, Marseille, France 16
26
2013
Midifind: Similarity search and popularity mining in large midi databases
Guangyu Xia , Tongbo Huang , Yifei Ma , Roger Dannenberg
Sound, Music, and Motion: 10th International Symposium, CMMR 2013, Marseille, France, October 15-18, 2013. Revised Selected Papers 10 259 -276
6
2014
Dynamic mini-batch sgd for elastic distributed training: Learning in the limbo of resources
Haibin Lin , Hang Zhang , Yifei Ma , Tong He
arXiv preprint arXiv:1904.12043
20
2019
Publication Submission Form
Arun Srivatsan Rangaprasad , Gillian T Rosen , Feroze Naina Mohamed Dheen Mohamed Ismail , Howie Choset
Fast bayesian optimization via conjugate sampling
Yifei Ma , Roman Garnett , Jeff Schneider , Andrew Gordon Wilson
NIPS 2016 Workshop on Practical Bayesian Nonparametric, 2017b 5
1
Active Search and Bandits on Graphs using Sigma-Optimality.
Yifei Ma , Tzu-Kuo Huang , Jeff G Schneider
UAI 542 551 -551
48
2015
Marginalized Off-Policy Evaluation for Reinforcement Learning
Tengyang Xie , Yu-Xiang Wang , Yifei Ma
NeurIPS 2018 Workshop on Causal Learning
3
2018