Takuya Takagi

45 papers A* 9A 1B 4C 3Misc 1Journal 21Unranked 6
YearRankTypeTitle / Venue / Authors
2026 A* conf
I-CAM-UV: Integrating Causal Graphs over Non-Identical Variable Sets Using Causal Additive Models with Unobserved Variables.
AAAI
Hirofumi Suzuki, Kentaro Kanamori, Takuya Takagi, Thong Pham, Takashi Nicholas Maeda, Shohei Shimizu
2026 J jnl
I-CAM-UV: Integrating Causal Graphs over Non-Identical Variable Sets Using Causal Additive Models with Unobserved Variables.
CoRR
Hirofumi Suzuki, Kentaro Kanamori, Takuya Takagi, Thong Pham, Takashi Nicholas Maeda, Shohei Shimizu
2026 A* conf
Sparse Additive Model Pruning for Order-Based Causal Structure Learning.
AAAI
Kentaro Kanamori, Hirofumi Suzuki, Takuya Takagi
2026 J jnl
Sparse Additive Model Pruning for Order-Based Causal Structure Learning.
CoRR
Kentaro Kanamori, Hirofumi Suzuki, Takuya Takagi
2025 A* conf
Algorithmic Recourse for Long-Term Improvement.
ICML
Kentaro Kanamori, Ken Kobayashi, Satoshi Hara, Takuya Takagi
2024 — conf
Distribution-Aligned Sequential Counterfactual Explanation with Local Outlier Factor.
PRICAI (1)
Shoki Yamao, Ken Kobayashi, Kentaro Kanamori, Takuya Takagi, Yuichi Ike, Kazuhide Nakata
2024 A* conf
Learning Decision Trees and Forests with Algorithmic Recourse.
ICML
Kentaro Kanamori, Takuya Takagi, Ken Kobayashi, Yuichi Ike
2024 J jnl
Learning Decision Trees and Forests with Algorithmic Recourse.
CoRR
Kentaro Kanamori, Takuya Takagi, Ken Kobayashi, Yuichi Ike
2024 J jnl
Linear time online algorithms for constructing linear-size suffix trie.
Theor. Comput. Sci.
Diptarama Hendrian, Takuya Takagi, Shunsuke Inenaga, Keisuke Goto, Mitsuru Funakoshi
2024 — conf
Subgrouping Causal Networks of Disease Onset in Large-scale Health and Medical Data using Supercomputer Fugaku.
BIBM
Taisei Tosaki, Eiichiro Uchino, Yohei Harada, Minoru Sakuragi, Yusuke Koyanagi, Seiji Okajima, Hirofumi Suzuki, Kentaro Kanamori, Masahiro Asaoka, Kouji Kurihara, Takuya Takagi, Koji Maruhashi, Yoshinori Tamada, Tatsuya Mikami, Koichi Murashita, Shigeyuki Nakaji, Yasushi Okuno
2023 J jnl
Counterfactual Explanation with Missing Values.
CoRR
Kentaro Kanamori, Takuya Takagi, Ken Kobayashi, Yuichi Ike
2023 J jnl
Linear Time Online Algorithms for Constructing Linear-size Suffix Trie.
CoRR
Diptarama Hendrian, Takuya Takagi, Shunsuke Inenaga, Keisuke Goto, Mitsuru Funakoshi
2023 A* conf
Rule Mining for Correcting Classification Models.
ICDM
Hirofumi Suzuki, Hiroaki Iwashita, Takuya Takagi, Yuta Fujishige, Satoshi Hara
2023 J jnl
Rule Mining for Correcting Classification Models.
CoRR
Hirofumi Suzuki, Hiroaki Iwashita, Takuya Takagi, Yuta Fujishige, Satoshi Hara
2022 — conf
A Multivariate Causal Discovery based on Post-Nonlinear Model.
CLeaR
Kento Uemura, Takuya Takagi, Kambayashi Takayuki, Hiroyuki Yoshida, Shohei Shimizu
2022 A conf
Counterfactual Explanation Trees: Transparent and Consistent Actionable Recourse with Decision Trees.
AISTATS
Kentaro Kanamori, Takuya Takagi, Ken Kobayashi, Yuichi Ike
2022 A* conf
Explainable and Local Correction of Classification Models Using Decision Trees.
AAAI
Hirofumi Suzuki, Hiroaki Iwashita, Takuya Takagi, Keisuke Goto, Yuta Fujishige, Satoshi Hara
2022 A* conf
Exploring the Whole Rashomon Set of Sparse Decision Trees.
NeurIPS
Rui Xin, Chudi Zhong, Zhi Chen, Takuya Takagi, Margo I. Seltzer, Cynthia Rudin
2022 J jnl
Exploring the Whole Rashomon Set of Sparse Decision Trees.
CoRR
Rui Xin, Chudi Zhong, Zhi Chen, Takuya Takagi, Margo I. Seltzer, Cynthia Rudin
2022 B ed.
IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022
IEEE Big Data
Shusaku Tsumoto, Yukio Ohsawa, Lei Chen, Dirk Van den Poel, Xiaohua Hu, Yoichi Motomura, Takuya Takagi, Lingfei Wu, Ying Xie, Akihiro Abe, Vijay Raghavan
2022 — conf
TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization.
IEEE VIS (Short Papers)
Zijie J. Wang, Chudi Zhong, Rui Xin, Takuya Takagi, Zhi Chen, Duen Horng Chau, Cynthia Rudin, Margo I. Seltzer
2022 J jnl
TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization.
CoRR
Zijie J. Wang, Chudi Zhong, Rui Xin, Takuya Takagi, Zhi Chen, Duen Horng Chau, Cynthia Rudin, Margo I. Seltzer
2021 A* conf
Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization.
AAAI
Kentaro Kanamori, Takuya Takagi, Ken Kobayashi, Yuichi Ike, Kento Uemura, Hiroki Arimura
2020 A* conf
DACE: Distribution-Aware Counterfactual Explanation by Mixed-Integer Linear Optimization.
IJCAI
Kentaro Kanamori, Takuya Takagi, Ken Kobayashi, Hiroki Arimura
2020 J jnl
Efficient Constrained Pattern Mining Using Dynamic Item Ordering for Explainable Classification.
CoRR
Hiroaki Iwashita, Takuya Takagi, Hirofumi Suzuki, Keisuke Goto, Kotaro Ohori, Hiroki Arimura
2020 J jnl
Fully-Online Suffix Tree and Directed Acyclic Word Graph Construction for Multiple Texts.
Algorithmica
Takuya Takagi, Shunsuke Inenaga, Hiroki Arimura, Dany Breslauer, Diptarama Hendrian
2020 J jnl
Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization.
CoRR
Kentaro Kanamori, Takuya Takagi, Ken Kobayashi, Yuichi Ike, Kento Uemura, Hiroki Arimura
2020 J jnl
Practical Grammar Compression Based on Maximal Repeats.
Algorithms
Isamu Furuya, Takuya Takagi, Yuto Nakashima, Shunsuke Inenaga, Hideo Bannai, Takuya Kida
2019 B conf
MR-RePair: Grammar Compression Based on Maximal Repeats.
DCC
Isamu Furuya, Takuya Takagi, Yuto Nakashima, Shunsuke Inenaga, Hideo Bannai, Takuya Kida
2019 J jnl
On the size of the smallest alphabet for Lyndon trees.
Theor. Comput. Sci.
Yuto Nakashima, Takuya Takagi, Shunsuke Inenaga, Hideo Bannai, Masayuki Takeda
2019 B conf
Online Algorithms for Constructing Linear-Size Suffix Trie.
CPM
Diptarama Hendrian, Takuya Takagi, Shunsuke Inenaga
2019 J jnl
Online Algorithms for Constructing Linear-size Suffix Trie.
CoRR
Diptarama Hendrian, Takuya Takagi, Shunsuke Inenaga
2019 — conf
Requirements for Explainable Smart Systems in the Enterprises from Users and Society Based on FAT.
IUI Workshops
Yuri Nakao, Junichi Shigezumi, Hikaru Yokono, Takuya Takagi
2018 J jnl
MR-RePair: Grammar Compression based on Maximal Repeats.
CoRR
Isamu Furuya, Takuya Takagi, Yuto Nakashima, Shunsuke Inenaga, Hideo Bannai, Takuya Kida
2018 J jnl
Multi Instance Learning For Unbalanced Data.
CoRR
Mark Kozdoba, Edward Moroshko, Lior Shani, Takuya Takagi, Takashi Katoh, Shie Mannor, Koby Crammer
2018 C conf
Truncated DAWGs and Their Application to Minimal Absent Word Problem.
SPIRE
Yuta Fujishige, Takuya Takagi, Diptarama Hendrian
2017 C conf
Linear-Size CDAWG: New Repetition-Aware Indexing and Grammar Compression.
SPIRE
Takuya Takagi, Keisuke Goto, Yuta Fujishige, Shunsuke Inenaga, Hiroki Arimura
2017 J jnl
Linear-size CDAWG: new repetition-aware indexing and grammar compression.
CoRR
Takuya Takagi, Keisuke Goto, Yuta Fujishige, Shunsuke Inenaga, Hiroki Arimura
2017 Misc conf
On Reverse Engineering the Lyndon Tree.
PSC
Yuto Nakashima, Takuya Takagi, Shunsuke Inenaga, Hideo Bannai, Masayuki Takeda
2017 J jnl
Packed Compact Tries: A Fast and Efficient Data Structure for Online String Processing.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Takuya Takagi, Shunsuke Inenaga, Kunihiko Sadakane, Hiroki Arimura
2016 B conf
Fully-online Construction of Suffix Trees for Multiple Texts.
CPM
Takuya Takagi, Shunsuke Inenaga, Hiroki Arimura
2016 C conf
Packed Compact Tries: A Fast and Efficient Data Structure for Online String Processing.
IWOCA
Takuya Takagi, Shunsuke Inenaga, Kunihiko Sadakane, Hiroki Arimura
2016 J jnl
Packed Compact Tries: A Fast and Efficient Data Structure for Online String Processing.
CoRR
Takuya Takagi, Shunsuke Inenaga, Kunihiko Sadakane, Hiroki Arimura
2015 J jnl
Fully-online construction of suffix trees and DAWGs for multiple texts.
CoRR
Takuya Takagi, Shunsuke Inenaga, Hiroki Arimura
2014 — conf
Enumeration of complete set of flock patterns in trajectories.
IWGS
Xiaoliang Geng, Takuya Takagi, Hiroki Arimura, Takeaki Uno