JMLR Workshop and Conference Proceedings |
- Improving Policy Gradient Estimates with Influence Information
- J. Pinto, A. Fern, T.
Bauer & M. Erwig; JMLR W&CP 20:1–18, 2011.
[abs] [pdf]
- Continuous RAVE
- A. Couëtoux, M. Milone, M. Brendel, H. Doghmen, M.S. &
O. Teytaud; JMLR W&CP 20:19–31, 2011.
[abs] [pdf]
- Nonlinear Online Classification Algorithm with Probability Margin
- M. Chi, H. He &
W. Zhang; JMLR W&CP 20:33–46, 2011.
[abs] [pdf]
- Microbagging Estimators: An Ensemble Approach to Distance-weighted Classifiers
- B.
Nelson, B. Biggio & P. Laskov; JMLR W&CP 20:63–79, 2011.
[abs] [pdf]
- Bayesian inference for statistical abduction using Markov chain Monte Carlo
- M.
Ishihata & T. Sato; JMLR W&CP 20:81–96, 2011.
[abs] [pdf]
- Support Vector Machines Under Adversarial Label Noise
- B. Biggio, B. Nelson & P.
Laskov; JMLR W&CP 20:97–112, 2011.
[abs] [pdf]
- A General Linear Non-Gaussian State-Space Model
- K. Zhang & A. Hyvärinen;
JMLR W&CP 20:113–128, 2011.
[abs] [pdf]
- Unsupervised Multiple Kernel Learning
- J. Zhuang, J. Wang, S.C.H. Hoi & X. Lan;
JMLR W&CP 20:129–144, 2011.
[abs] [pdf]
- Approximate Model Selection for Large Scale LSSVM
- L. Ding & S. Liao; JMLR
W&CP 20:165–180, 2011.
[abs] [pdf]
- Learning Rules from Incomplete Examples via Implicit Mention Models
- J.R. Doppa,
M.S. Sorower, M. Nasresfahani, J. Irvine, W. Orr, T.G. Dietterich, X.
Fern & P. Tadepalli; JMLR W&CP 20:197–212, 2011.
[abs] [pdf]
- Mixed-Variate Restricted Boltzmann Machines
- T. Tran, D. Phung & S. Venkatesh;
JMLR W&CP 20:213–229, 2011.
[abs] [pdf]
- Robust Generation of Dynamical Patterns in Human Motion by a Deep Belief Nets
-
S. Sukhbaatar, T. Makino, K. Aihara & T. Chikayama; JMLR W&CP
20:231–246, 2011.
[abs] [pdf]
- Sufficient Component Analysis
- M. Yamada, G. Niu, J. Takagi & M. Sugiyama;
JMLR W&CP 20:247–262, 2011.
[abs] [pdf]
- Learning Attribute-weighted Voter Model over Social Networks
- Y. Yamagishi, K.
Saito, K. Ohara, M. Kimura & H. Motoda; JMLR W&CP 20:263–280, 2011.
[abs] [pdf]
- Multi-label Classification with Error-correcting Codes
- C.-S. Ferng & H.-T. Lin; JMLR
W&CP 20:281–295, 2011.
[abs] [pdf]
- Estimating Diffusion Probability Changes for AsIC-SIS Model
- A. Koide, K. Saito, K.
Ohara, M. Kimura & H. Motoda; JMLR W&CP 20:297–313, 2011.
[abs] [pdf]
- Multi-label Active Learning with Auxiliary Learner
- C.-W. Hung & H.-T. Lin; JMLR
W&CP 20:315–332, 2011.
[abs] [pdf]
- Acceleration technique for boosting classification and its application to face detection
- M.
Kawakita, R. Izumi, J. Takeuchi, Y. Hu, T. Takamori & H. Kameyama;
JMLR W&CP 20:335–349, 2011.
[abs] [pdf]
- Summarization of Yes/No Questions Using a Feature Function Model
- J. He & D. Dai;
JMLR W&CP 20:351–366, 2011.
[abs] [pdf]
