Takuya Konishi

Project assistant professor (post-doctoral researcher)

Kyushu University

Institute of Mathematics for Industry

Adress: 744 Motooka, Nishi-ku, Fukuoka

Email: t-konishi[ a t ]imi.kyushu-u.ac.jp

Research interests

Papers and presentations

End-to-End Learning for Prediction and Optimization with Gradient Boosting
Takuya Konishi, Takuro Fukunaga
ECML-PKDD 2020

Stochastic Submodular Maximization with Performance-Dependent Item Costs
Takuro Fukunaga, Takuya Konishi, Sumio Fujita, Ken-ichi Kawarabayashi
AAAI 2019

Identifying Key Observers to Find Popular Information in Advance
Takuya Konishi, Tomoharu Iwata, Kohei Hayashi, Ken-ichi Kawarabayashi
IJCAI 2016

Extracting Search Query Patterns via the Pairwise Coupled Topic Model
Takuya Konishi, Takuya Ohwa, Sumio Fujita, Kazushi Ikeda, Kohei Hayashi
WSDM 2016

A Tractable Fully Bayesian Method for the Stochastic Block Model
Kohei Hayashi, Takuya Konishi, Tatsuro Kawamoto
arXiv:1602.02256

Variational Bayesian Inference Algorithms for Infinite Relational Model of Network Data
Takuya Konishi, Takatomi Kubo, Kazuho Watanabe and Kazushi Ikeda
IEEE TNNLS 2015

Variational Bayesian Inference Algorithms for Network Infinite Relational Model
Takuya Konishi, Takatomi Kubo, Kazuho Watanabe and Kazushi Ikeda
NIPS 2013 Workshop on Frontiers of Network Analysis: Methods, Models, and Applications

Topic Model for User Reviews with Adaptive Windows
Takuya Konishi, Fuminori Kimura and Akira Maeda
ECIR 2013 (short paper)

Estimating Aspects in Online Reviews Using Topic Model with 2-Level Learning
Takuya Konishi, Taro Tezuka, Fuminori Kimura and Akira Maeda
IMECS 2012
Best Student Paper Award

Work experience

Education