 | 2012 |
| 21 |  | Kun Deng,
Joelle Pineau,
Susan A. Murphy:
Active Learning for Developing Personalized Treatment
CoRR abs/1202.3714: (2012) |
| 2011 |
| 20 |  | Kun Deng,
Prashant G. Mehta,
Sean P. Meyn,
Mathukumalli Vidyasagar:
A recursive learning algorithm for model reduction of Hidden Markov Models.
CDC-ECE 2011: 4674-4679 |
| 19 |  | Kun Deng,
Joelle Pineau,
Susan A. Murphy:
Active Learning for Developing Personalized Treatment.
UAI 2011: 161-168 |
| 18 |  | Kun Deng,
Prashant G. Mehta,
Sean P. Meyn:
Optimal Kullback-Leibler Aggregation via Spectral Theory of Markov Chains.
IEEE Trans. Automat. Contr. 56(12): 2793-2808 (2011) |
| 2010 |
| 17 |  | Kun Deng,
Prashant G. Mehta,
Sean P. Meyn:
Aggregation-based model reduction of a Hidden Markov Model.
CDC 2010: 6183-6188 |
| 16 |  | Yaling Zheng,
Stephen D. Scott,
Kun Deng:
Active Learning from Multiple Noisy Labelers with Varied Costs.
ICDM 2010: 639-648 |
| 2009 |
| 15 |  | Kun Deng,
Prashant G. Mehta,
Sean P. Meyn:
A simulation-based method for aggregating Markov chains.
CDC 2009: 4710-4716 |
| 2008 |
| 14 |  | Kun Deng,
Wei Chen,
Prashant G. Mehta,
Sean P. Meyn:
Resource pooling for optimal evacuation of a large building.
CDC 2008: 5565-5570 |
| 13 |  | Bo Deng,
Hui Zhang,
Kun Deng,
Guoquan Jiang:
Adaptive Top-k Query Processing in Intermittently Connected Networks.
FGCN (1) 2008: 50-53 |
| 12 |  | Chris Bourke,
Kun Deng,
Stephen D. Scott,
Robert E. Schapire,
N. V. Vinodchandran:
On reoptimizing multi-class classifiers.
Machine Learning 71(2-3): 219-242 (2008) |
| 2007 |
| 11 |  | Zhongda Lin,
Kun Deng,
Yanfen Hong:
Research of Web Pages Categorization.
GrC 2007: 691-694 |
| 10 |  | Kun Deng,
Chris Bourke,
Stephen D. Scott,
Julie Sunderman,
Yaling Zheng:
Bandit-Based Algorithms for Budgeted Learning.
ICDM 2007: 463-468 |
| 2006 |
| 9 |  | Matt Culver,
Kun Deng,
Stephen D. Scott:
Active Learning to Maximize Area Under the ROC Curve.
ICDM 2006: 149-158 |
| 2005 |
| 8 |  | YuXing Tang,
Kun Deng,
Xiaodong Wang,
Yong Dou,
Xingming Zhou:
RIMP: Runtime Implicit Predication.
APPT 2005: 71-80 |
| 7 |  | Yong Xiao,
Xingming Zhou,
Kun Deng:
Making Power-Efficient Data Value Predictions.
Asia-Pacific Computer Systems Architecture Conference 2005: 310-322 |
| 6 |  | Thomas Takeo Osugi,
Kun Deng,
Stephen D. Scott:
Balancing Exploration and Exploitation: A New Algorithm for Active Machine Learning.
ICDM 2005: 330-337 |
| 5 |  | YuXing Tang,
Kun Deng,
Xingming Zhou:
The Design Space of CMP vs. SMT for High Performance Embedded Processor.
ICESS 2005: 30-38 |
| 4 |  | YuXing Tang,
Kun Deng,
HongJia Cao,
Xingming Zhou:
Trace-Based Runtime Instruction Rescheduling for Architecture Extension.
ICESS 2005: 4-15 |
| 2004 |
| 3 |  | Yong Xiao,
Kun Deng,
Xingming Zhou:
Performance Impact of Different Data Value Predictors.
Asia-Pacific Computer Systems Architecture Conference 2004: 414-425 |
| 2003 |
| 2 |  | Zhaofu Wang,
Wensong Zhang,
Kun Deng:
The Consistency Mechanism of Meta-data Management in Distributed Storage System.
GCC (2) 2003: 815-821 |
| 2000 |
| 1 |  | Jinyu Kiang,
Kun Deng,
Ronghuai Huang:
A high-efficiency scheme for secure speech transmission using spatiotemporal chaos synchronization.
INTERSPEECH 2000: 222-225 |