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Special Interest Group on Mathematical Modeling and Problem Solving (IPSJ-MPS) (Searched in: 2017)
Search Results: Keywords 'from:2017-06-23 to:2017-06-23'
| Committee | Date Time | Place | Paper Title / Authors | Abstract | Paper # | |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS [detail] | 2017-06-25 09:30 |
Okinawa | Okinawa Institute of Science and Technology | Expectation Propagation for t-Exponential Family Futoshi Futami, Issei Sato (Univ. of Tokyo/RIKEN), Masashi Sugiyama (RIKEN/Univ. of Tokyo)  IBISML2017-6 |
Exponential family distributions are highly useful in machine learning since their calculation can be performed efficien... [more] | IBISML2017-6 pp.179-184 |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS [detail] | 2017-06-25 09:55 |
Okinawa | Okinawa Institute of Science and Technology | Stochastic Divergence Minimization for Biterm Topic Model Zhenghang Cui (Univ. of Tokyo), Issei Sato (Univ. of Tokyo/RIKEN), Masashi Sugiyama (RIKEN/Univ. of Tokyo) IBISML2017-7 |
Inferring latent topics of collected short texts is useful for understanding its hidden structure and predicting new con... [more] | IBISML2017-7 pp.185-192 |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS [detail] | 2017-06-25 10:20 |
Okinawa | Okinawa Institute of Science and Technology | Learning with linearly transformed l0 sparsity Naoki Marumo, Tomoharu Iwata (NTT) IBISML2017-8 |
We consider a class of non-convex optimization problems with linearly transformed sparsity constraints, which includes... [more] |
IBISML2017-8 pp.193-199 |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS [detail] | 2017-06-25 11:00 |
Okinawa | Okinawa Institute of Science and Technology | Validation of the Effectiveness of HPG in Large Scale POMDP Environment Kohei Suzuki, Shohei Kato (NITech) IBISML2017-9 |
In a POMDP environment, an agent may observe the same information at more than one state. HQ-learning and Episode-based ... [more] | IBISML2017-9 pp.201-206 |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS [detail] | 2017-06-25 11:25 |
Okinawa | Okinawa Institute of Science and Technology | Cost-sensitive Bayesian optimization for multiple objectives and its application to material science Tomohiro Yonezu (NITech), Tomoyuki Tamura, Ryo Kobayashi (NITech/NIMS), Ichiro Takeuchi (NITech/NIMS/RIKEN), Masayuki Karasuyama (NITech/NIMS/JST) IBISML2017-10 |
We consider solving a set of black-box optimization problems in which each problem has a similar objective function each... [more] | IBISML2017-10 pp.207-213 |
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