Evaluating Abductive Hypotheses using an EM Algorithm on BDDs. - Katsumi Inoue; Taisuke Sato; Masakazu Ishihata; Yoshitaka Kameya; Hidetomo Nabeshima (IJCAI, 2009)

An EM Algorithm on BDDs with Order Encoding for Logic-based Probabilistic Models. - Masakazu Ishihata; Yoshitaka Kameya; Taisuke Sato; Shin-ichi Minato (ACML, 2010)

Compiling Bayesian Networks for Parameter Learning Based on Shared BDDs. - Masakazu Ishihata; Taisuke Sato; Shin-ichi Minato (Australasian Conference on Artificial Intelligence, 2011)

Kinetic Models and Qualitative Abstraction for Relational Learning in Systems Biology. - Gabriel Synnaeve; Katsumi Inoue; Andrei Doncescu; Hidetomo Nabeshima; Yoshitaka Kameya; Masakazu Ishihata; Taisuke Sato (BIOINFORMATICS, 2011)

Discretized Kinetic Models for Abductive Reasoning in Systems Biology. - Gabriel Synnaeve; Katsumi Inoue; Andrei Doncescu; Hidetomo Nabeshima; Yoshitaka Kameya; Masakazu Ishihata; Taisuke Sato (BIOSTEC (Selected Papers), 2011)

Variational Bayes Inference for Logic-Based Probabilistic Models on BDDs. - Masakazu Ishihata; Yoshitaka Kameya; Taisuke Sato (ILP, 2011)

Bayesian inference for statistical abduction using Markov chain Monte Carlo. - Masakazu Ishihata; Taisuke Sato (ACML, 2011)

Constraint-based probabilistic modeling for statistical abduction. - Taisuke Sato; Masakazu Ishihata; Katsumi Inoue (Mach. Learn., 2011)

Generating structure of latent variable models for nested data. - Masakazu Ishihata; Tomoharu Iwata (UAI, 2014)

Polynomial Networks and Factorization Machines: New Insights and Efficient Training Algorithms. - Mathieu Blondel; Masakazu Ishihata; Akinori Fujino; Naonori Ueda (ICML, 2016)

Higher-Order Factorization Machines. - Mathieu Blondel; Akinori Fujino; Naonori Ueda; Masakazu Ishihata (NIPS, 2016)

Fast Message Passing Algorithm Using ZDD-Based Local Structure Compilation. - Masakazu Ishihata; Shan Gao; Shin-ichi Minato (AMBN, 2017)

Statistical Emerging Pattern Mining with Multiple Testing Correction. - Junpei Komiyama; Masakazu Ishihata; Hiroki Arimura; Takashi Nishibayashi; Shin-ichi Minato (KDD, 2017)

Exact Computation of Influence Spread by Binary Decision Diagrams. - Takanori Maehara; Hirofumi Suzuki; Masakazu Ishihata (WWW, 2017)

Practical Adversarial Combinatorial Bandit Algorithm via Compression of Decision Sets. - Shinsaku Sakaue; Masakazu Ishihata; Shin-ichi Minato (CoRR, 2017)

Approximate and Exact Enumeration of Rule Models. - Satoshi Hara 001; Masakazu Ishihata (AAAI, 2018)

Accelerated Best-First Search With Upper-Bound Computation for Submodular Function Maximization. - Shinsaku Sakaue; Masakazu Ishihata (AAAI, 2018)

Efficient Bandit Combinatorial Optimization Algorithm with Zero-suppressed Binary Decision Diagrams. - Shinsaku Sakaue; Masakazu Ishihata; Shin-ichi Minato (AISTATS, 2018)

Exact Computation of Strongly Connected Reliability by Binary Decision Diagrams. - Hirofumi Suzuki; Masakazu Ishihata; Shin-ichi Minato (COCOA, 2018)

Algorithmic Meta-Theorems for Monotone Submodular Maximization. - Masakazu Ishihata; Takanori Maehara; Tomas Rigaux (CoRR, 2018)

Exact Bernoulli Scan Statistics using Binary Decision Diagrams. - Masakazu Ishihata; Takanori Maehara (IJCAI, 2019)

Enumeration of Distinct Support Vectors for Interactive Decision Making. - Kentaro Kanamori; Satoshi Hara 001; Masakazu Ishihata; Hiroki Arimura (CoRR, 2019)

Designing Survivable Networks with Zero-Suppressed Binary Decision Diagrams. - Hirofumi Suzuki; Masakazu Ishihata; Shin-ichi Minato (WALCOM, 2020)

Fréchet Kernel for Trajectory Data Analysis. - Koh Takeuchi 001; Masaaki Imaizumi; Shunsuke Kanda; Yasuo Tabei; Keisuke Fujii 001; Ken Yoda; Masakazu Ishihata; Takuya Maekawa (SIGSPATIAL/GIS, 2021)

Vertical Federated Learning for Higher-Order Factorization Machines. - Kyohei Atarashi; Masakazu Ishihata (PAKDD (2), 2021)

Computing NP-Hard Repetitiveness Measures via MAX-SAT. - Hideo Bannai; Keisuke Goto 001; Masakazu Ishihata; Shunsuke Kanda; Dominik Köppl; Takaaki Nishimoto (ESA, 2022)

Solving and Generating Nagareru Puzzles. - Masakazu Ishihata; Fumiya Tokumasu (SEA, 2022)

The Bag-Based Search: A Meta-Algorithm to Construct Tractable Logical Circuits for Graphs Based on Tree Decomposition. - Masakazu Ishihata (COCOA (2), 2023)

Time-Considerable Dialogue Models via Reranking by Time Dependency. - Yuiko Tsunomori; Masakazu Ishihata; Hiroaki Sugiyama (EMNLP (Findings), 2023)

A Constraint Programming Approach to Fair High School Course Scheduling. - Mitsuka Kiyohara; Masakazu Ishihata (CoRR, 2024)

Packed Acyclic Deterministic Finite Automata. - Hiroki Shibata 001; Masakazu Ishihata; Shunsuke Inenaga (SOFSEM (2), 2025)