Takuya Takagi

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 34

Top Topics

Reverse Engineer

Unbalanced Data

Interactive Visual

Top Venues

Theor. Comput. Sci.

Publications

Kentaro Kanamori, Takuya Takagi, Ken Kobayashi, Yuichi Ike
Learning Decision Trees and Forests with Algorithmic Recourse. CoRR (2024)
Diptarama Hendrian, Takuya Takagi, Shunsuke Inenaga, Keisuke Goto, Mitsuru Funakoshi
Linear time online algorithms for constructing linear-size suffix trie. Theor. Comput. Sci. 1015 (2024)
Hirofumi Suzuki, Hiroaki Iwashita, Takuya Takagi, Yuta Fujishige, Satoshi Hara
Rule Mining for Correcting Classification Models. CoRR (2023)
Kentaro Kanamori, Takuya Takagi, Ken Kobayashi, Yuichi Ike
Counterfactual Explanation with Missing Values. CoRR (2023)
Diptarama Hendrian, Takuya Takagi, Shunsuke Inenaga, Keisuke Goto, Mitsuru Funakoshi
Linear Time Online Algorithms for Constructing Linear-size Suffix Trie. CoRR (2023)
Hirofumi Suzuki, Hiroaki Iwashita, Takuya Takagi, Yuta Fujishige, Satoshi Hara
Rule Mining for Correcting Classification Models. ICDM (2023)
Kentaro Kanamori, Takuya Takagi, Ken Kobayashi, Yuichi Ike
Counterfactual Explanation Trees: Transparent and Consistent Actionable Recourse with Decision Trees. AISTATS (2022)
Hirofumi Suzuki, Hiroaki Iwashita, Takuya Takagi, Keisuke Goto, Yuta Fujishige, Satoshi Hara
Explainable and Local Correction of Classification Models Using Decision Trees. AAAI (2022)
Zijie J. Wang, Chudi Zhong, Rui Xin, Takuya Takagi, Zhi Chen, Duen Horng Chau, Cynthia Rudin, Margo I. Seltzer
TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization. IEEE VIS (Short Papers) (2022)
Rui Xin, Chudi Zhong, Zhi Chen, Takuya Takagi, Margo I. Seltzer, Cynthia Rudin
Exploring the Whole Rashomon Set of Sparse Decision Trees. CoRR (2022)
Rui Xin, Chudi Zhong, Zhi Chen, Takuya Takagi, Margo I. Seltzer, Cynthia Rudin
Exploring the Whole Rashomon Set of Sparse Decision Trees. NeurIPS (2022)
Kento Uemura, Takuya Takagi, Kambayashi Takayuki, Hiroyuki Yoshida, Shohei Shimizu
A Multivariate Causal Discovery based on Post-Nonlinear Model. CLeaR (2022)
Zijie J. Wang, Chudi Zhong, Rui Xin, Takuya Takagi, Zhi Chen, Duen Horng Chau, Cynthia Rudin, Margo I. Seltzer
TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization. CoRR (2022)
Kentaro Kanamori, Takuya Takagi, Ken Kobayashi, Yuichi Ike, Kento Uemura, Hiroki Arimura
Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization. AAAI (2021)
Kentaro Kanamori, Takuya Takagi, Ken Kobayashi, Hiroki Arimura
DACE: Distribution-Aware Counterfactual Explanation by Mixed-Integer Linear Optimization. IJCAI (2020)
Isamu Furuya, Takuya Takagi, Yuto Nakashima, Shunsuke Inenaga, Hideo Bannai, Takuya Kida
Practical Grammar Compression Based on Maximal Repeats. Algorithms 13 (4) (2020)
Takuya Takagi, Shunsuke Inenaga, Hiroki Arimura, Dany Breslauer, Diptarama Hendrian
Fully-Online Suffix Tree and Directed Acyclic Word Graph Construction for Multiple Texts. Algorithmica 82 (5) (2020)
Hiroaki Iwashita, Takuya Takagi, Hirofumi Suzuki, Keisuke Goto, Kotaro Ohori, Hiroki Arimura
Efficient Constrained Pattern Mining Using Dynamic Item Ordering for Explainable Classification. CoRR (2020)
Kentaro Kanamori, Takuya Takagi, Ken Kobayashi, Yuichi Ike, Kento Uemura, Hiroki Arimura
Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization. CoRR (2020)
Yuto Nakashima, Takuya Takagi, Shunsuke Inenaga, Hideo Bannai, Masayuki Takeda
On the size of the smallest alphabet for Lyndon trees. Theor. Comput. Sci. 792 (2019)
Isamu Furuya, Takuya Takagi, Yuto Nakashima, Shunsuke Inenaga, Hideo Bannai, Takuya Kida
MR-RePair: Grammar Compression Based on Maximal Repeats. DCC (2019)
Diptarama Hendrian, Takuya Takagi, Shunsuke Inenaga
Online Algorithms for Constructing Linear-size Suffix Trie. CoRR (2019)
Diptarama Hendrian, Takuya Takagi, Shunsuke Inenaga
Online Algorithms for Constructing Linear-Size Suffix Trie. CPM (2019)
Yuri Nakao, Junichi Shigezumi, Hikaru Yokono, Takuya Takagi
Requirements for Explainable Smart Systems in the Enterprises from Users and Society Based on FAT. IUI Workshops (2019)
Isamu Furuya, Takuya Takagi, Yuto Nakashima, Shunsuke Inenaga, Hideo Bannai, Takuya Kida
MR-RePair: Grammar Compression based on Maximal Repeats. CoRR (2018)
Mark Kozdoba, Edward Moroshko, Lior Shani, Takuya Takagi, Takashi Katoh, Shie Mannor, Koby Crammer
Multi Instance Learning For Unbalanced Data. CoRR (2018)
Yuta Fujishige, Takuya Takagi, Diptarama Hendrian
Truncated DAWGs and Their Application to Minimal Absent Word Problem. SPIRE (2018)
Yuto Nakashima, Takuya Takagi, Shunsuke Inenaga, Hideo Bannai, Masayuki Takeda
On Reverse Engineering the Lyndon Tree. Stringology (2017)
Takuya Takagi, Keisuke Goto, Yuta Fujishige, Shunsuke Inenaga, Hiroki Arimura
Linear-size CDAWG: new repetition-aware indexing and grammar compression. CoRR (2017)
Takuya Takagi, Shunsuke Inenaga, Kunihiko Sadakane, Hiroki Arimura
Packed Compact Tries: A Fast and Efficient Data Structure for Online String Processing. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (9) (2017)
Takuya Takagi, Keisuke Goto, Yuta Fujishige, Shunsuke Inenaga, Hiroki Arimura
Linear-Size CDAWG: New Repetition-Aware Indexing and Grammar Compression. SPIRE (2017)
Takuya Takagi, Shunsuke Inenaga, Kunihiko Sadakane, Hiroki Arimura
Packed Compact Tries: A Fast and Efficient Data Structure for Online String Processing. IWOCA (2016)
Takuya Takagi, Shunsuke Inenaga, Kunihiko Sadakane, Hiroki Arimura
Packed Compact Tries: A Fast and Efficient Data Structure for Online String Processing. CoRR (2016)
Takuya Takagi, Shunsuke Inenaga, Hiroki Arimura
Fully-online Construction of Suffix Trees for Multiple Texts. CPM (2016)
Takuya Takagi, Shunsuke Inenaga, Hiroki Arimura
Fully-online construction of suffix trees and DAWGs for multiple texts. CoRR (2015)
Xiaoliang Geng, Takuya Takagi, Hiroki Arimura, Takeaki Uno
Enumeration of complete set of flock patterns in trajectories. IWGS (2014)