79 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- NTT (Japan)JP6 papers
- Tokyo Institute of TechnologyJP5 papers
- Denso IT Laboratory Inc. (Japan)JP1 paper
- Denso (Japan)JP1 paper
- Denso (United States)US1 paper
- Hiroshima UniversityJP1 paper
- Nara Institute of Science and TechnologyJP1 paper
- National Institute of Advanced Industrial Science and TechnologyJP1 paper
- National Institute of Information and Communications TechnologyJP1 paper
- Tellabs (Canada)CA1 paper
- Tohoku UniversityJP1 paper
- University of Southern CaliforniaUS1 paper
9 papers
Diverse Adaptive Bulk Search: a Framework for Solving QUBO Problems on Multiple GPUs
Koji Nakano, Daisuke Takafuji, Yasuaki Ito +5
Quadratic Unconstrained Binary Optimization (QUBO) is a combinatorial optimization to find an optimal binary solution vector that minimizes the energy value defined by a quadratic…
Solving Large Break Minimization Problems in a Mirrored Double Round-robin Tournament Using Quantum Annealing
Michiya Kuramata, Ryota Katsuki, Kazuhide Nakata
Quantum annealing (QA) has gained considerable attention because it can be applied to combinatorial optimization problems, which have numerous applications in logistics, scheduling…
Larger Sparse Quadratic Assignment Problem Optimization Using Quantum Annealing and a Bit-Flip Heuristic Algorithm
Michiya Kuramata, Ryota Katsuki, Kazuhide Nakata
Quantum annealing and D-Wave quantum annealer attracted considerable attention for their ability to solve combinatorial optimization problems. In order to solve other type of optim…
PATSQL: Efficient Synthesis of SQL Queries from Example Tables with Quick Inference of Projected Columns
Keita Takenouchi, Takashi Ishio, Joji Okada +1
SQL is one of the most popular tools for data analysis, and it is now used by an increasing number of users without having expertise in databases. Several studies have proposed pro…
Dynamics of reverse annealing for the fully-connected -spin model
Yu Yamashiro, Masaki Ohkuwa, Hidetoshi Nishimori +1
Reverse annealing is a relatively new variant of quantum annealing, in which one starts from a classical state and increases and then decreases the amplitude of the transverse fiel…
Brain-mediated Transfer Learning of Convolutional Neural Networks
Satoshi Nishida, Yusuke Nakano, Antoine Blanc +3
The human brain can effectively learn a new task from a small number of samples, which indicate that the brain can transfer its prior knowledge to solve tasks in different domains.…
Variational Approximation Error in Bayesian Non-negative Matrix Factorization
Naoki Hayashi
Non-negative matrix factorization (NMF) is a knowledge discovery method that is used in many fields. Variational inference and Gibbs sampling methods for it are also wellknown. How…
Asymptotic Bayesian Generalization Error in Latent Dirichlet Allocation and Stochastic Matrix Factorization
Naoki Hayashi, Sumio Watanabe
Latent Dirichlet allocation (LDA) is useful in document analysis, image processing, and many information systems; however, its generalization performance has been left unknown beca…
A Face-like Structure Detection on Planet and Satellite Surfaces using Image Processing
Kazutaka Kurihara, Masakazu Takasu, Kazuhiro Sasao +5
This paper demonstrates that face-like structures are everywhere, and can be de-tected automatically even with computers. Huge amount of satellite images of the Earth, the Moon, th…