| 2024 | ICASSP | Local Distance Correlation Embedding for Time-Series Analysis on Riemannian Manifolds. | Lincon S. Souza, Takumi Kobayashi, Yasunori Nishimori, Yasuko Sugase-Miyamoto, Kenji Kawano, Shotaro Akaho, Narihisa Matsumoto |
| 2022 | ICLR | Learning curves for continual learning in neural networks: Self-knowledge transfer and forgetting. | Ryo Karakida, Shotaro Akaho |
| 2019 | AISTATS | Universal Statistics of Fisher Information in Deep Neural Networks: Mean Field Approach. | Ryo Karakida, Shotaro Akaho, Shun-ichi Amari |
| 2019 | CAIP | Retrieved Image Refinement by Bootstrap Outlier Test. | Hayato Watanabe, Hideitsu Hino, Shotaro Akaho, Noboru Murata |
| 2019 | ICANN | Sleep State Analysis Using Calcium Imaging Data by Non-negative Matrix Factorization. | Mizuo Nagayama, Toshimitsu Aritake, Hideitsu Hino, Takeshi Kanda, Takehiro Miyazaki, Masashi Yanagisawa, Shotaro Akaho, Noboru Murata |
| 2019 | ICONIP | On a Convergence Property of a Geometrical Algorithm for Statistical Manifolds. | Shotaro Akaho, Hideitsu Hino, Noboru Murata |
| 2018 | ICONIP | Geometrical Formulation of the Nonnegative Matrix Factorization. | Shotaro Akaho, Hideitsu Hino, Neneka Nara, Noboru Murata |
| 2018 | ICONIP | Information Geometric Perspective of Modal Linear Regression. | Keishi Sando, Shotaro Akaho, Noboru Murata, Hideitsu Hino |
| 2016 | ICDM | Model-Based Approaches for Independence-Enhanced Recommendation. | Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Issei Sato |
| 2016 | ICONIP | An Entropy Estimator Based on Polynomial Regression with Poisson Error Structure. | Hideitsu Hino, Shotaro Akaho, Noboru Murata |
| 2016 | ICONIP | Non-parametric e-mixture of Density Functions. | Hideitsu Hino, Ken Takano, Shotaro Akaho, Noboru Murata |
| 2015 | EUSPN | Automatic Categorization of Health Indices for Risk Quantification. | Atsunori Kanemura, Grard Lipowski, Hidehiko Komine, Shotaro Akaho |
| 2014 | ICANN | An Algorithm for Directed Graph Estimation. | Hideitsu Hino, Atsushi Noda, Masami Tatsuno, Shotaro Akaho, Noboru Murata |
| 2014 | ICONIP | A Kernel Method to Extract Common Features Based on Mutual Information. | Takamitsu Araki, Hideitsu Hino, Shotaro Akaho |
| 2014 | RecSys | Correcting Popularity Bias by Enhancing Recommendation Neutrality. | Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma |
| 2013 | CAIP | Flexible Hypersurface Fitting with RBF Kernels. | Jun Fujiki, Shotaro Akaho |
| 2013 | CAIP | Pairwise Similarity for Line Extraction from Distorted Images. | Hideitsu Hino, Jun Fujiki, Shotaro Akaho, Yoshihiko Mochizuki, Noboru Murata |
| 2013 | ICDM | The Independence of Fairness-Aware Classifiers. | Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma |
| 2013 | RecSys | Efficiency Improvement of Neutrality-Enhanced Recommendation. | Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma |
| 2012 | ICDM | Considerations on Fairness-Aware Data Mining. | Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma |
| 2012 | ICONIP | Robust Hypersurface Fitting Based on Random Sampling Approximations. | Jun Fujiki, Shotaro Akaho, Hideitsu Hino, Noboru Murata |
| 2012 | RecSys | Enhancement of the Neutrality in Recommendation. | Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma |
| 2011 | CAIP | Hypersurface Fitting via Jacobian Nonlinear PCA on Riemannian Space. | Jun Fujiki, Shotaro Akaho |
| 2011 | CAIP | Robust Hyperplane Fitting Based on k-th Power Deviation and α-Quantile. | Jun Fujiki, Shotaro Akaho, Hideitsu Hino, Noboru Murata |
| 2011 | ICANN | A RANSAC-Based ISOMAP for Filiform Manifolds in Nonlinear Dynamical Systems -An Application to Chaos in a Dripping Faucet-. | Hiromichi Suetani, Shotaro Akaho |
| 2011 | ICASSP | Global convergence of independent component analysis based on semidefinite programming relaxation. | Shotaro Akaho, Jun Fujiki |
| 2011 | ICDM | Fairness-aware Learning through Regularization Approach. | Toshihiro Kamishima, Shotaro Akaho, Jun Sakuma |
| 2011 | RecSys | Personalized pricing recommender system: multi-stage epsilon-greedy approach. | Toshihiro Kamishima, Shotaro Akaho |
| 2010 | ICPR | Self-Calibration of Radially Symmetric Distortion by Model Selection. | Jun Fujiki, Hideitsu Hino, Yumi Usami, Shotaro Akaho, Noboru Murata |
| 2010 | RecSys | Nantonac collaborative filtering: a model-based approach. | Toshihiro Kamishima, Shotaro Akaho |
| 2009 | CAIP | Calibration of Radially Symmetric Distortion by Fitting Principal Component. | Hideitsu Hino, Yumi Usami, Jun Fujiki, Shotaro Akaho, Noboru Murata |
| 2009 | ICDM | TrBagg: A Simple Transfer Learning Method and its Application to Personalization in Collaborative Tagging. | Toshihiro Kamishima, Masahiro Hamasaki, Shotaro Akaho |
| 2008 | ICANN | Dimension Reduction for Mixtures of Exponential Families. | Shotaro Akaho |
| 2008 | ICANN | Natural Conjugate Gradient on Complex Flag Manifolds for Complex Independent Subspace Analysis. | Yasunori Nishimori, Shotaro Akaho, Mark D. Plumbley |
| 2007 | CIBCB | Active Learning for Network Estimation. | Shotaro Akaho, Kenji Fukumizu |
| 2007 | CIDM | Navigation Space Based Intranet Usability Analysis. | Peter Gczy, Noriaki Izumi, Shotaro Akaho, Kiti Hasida |
| 2007 | ICASSP | Flag Manifolds for Subspace ICA Problems. | Yasunori Nishimori, Shotaro Akaho, Samer A. Abdallah, Mark D. Plumbley |
| 2007 | IKE | Knowledge Extraction, Analysis, and Management of Intranet Serviceability. | Peter Gczy, Noriaki Izumi, Shotaro Akaho, Kiti Hasida |
| 2006 | ICDM | Dimension Reduction for Supervised Ordering. | Toshihiro Kamishima, Shotaro Akaho |
| 2006 | ICDM | Efficient Clustering for Orders. | Toshihiro Kamishima, Shotaro Akaho |
| 2006 | IIWAS | Navigation Space Formalism and Exploration of Knowledge Worker Behavior on Intranet. | Peter Gczy, Noriaki Izumi, Shotaro Akaho, Kiti Hasida |
| 2006 | ISAIM | Efficient First Order Superlinear Algorithms. | Peter Gczy, Shotaro Akaho, Shiro Usui |
| 2005 | ICDM | Supervised Ordering - An Empirical Survey. | Toshihiro Kamishima, Hideto Kazawa, Shotaro Akaho |
| 2004 | ICDM | Filling-in Missing Objects in Orders. | Toshihiro Kamishima, Shotaro Akaho |
| 2004 | IJCNN | The e-PCA and m-PCA: dimension reduction of parameters by information geometry. | Shotaro Akaho |
| 2002 | ICDM | Learning from Order Examples. | Toshihiro Kamishima, Shotaro Akaho |
| 2001 | ICANN | Conditionally Independent Component Extraction for Naive Bayes Inference. | Shotaro Akaho |
| 2000 | IJCNN | Large Margin Classifier via Semiparametric Inference. | Koji Tsuda, Shotaro Akaho |
| 2000 | SMC | Gaze control on virtual active vision system with binocular fish-eye lenses. | Takio Kurita, Hiroyuki Shimai, Yasutaka Baba, Taketoshi Mishima, Masaru Tanaka, Shotaro Akaho, Shinji Umeyama |
| 1999 | IJCNN | MICA: multimodal independent component analysis. | Shotaro Akaho, Yasuhiko Kiuchi, Shinji Umeyama |
| 1998 | ICONIP | Statistical Learning in Optimization: Gaussian Modeling for Population Search. | Shotaro Akaho |
| 1998 | ICONIP | Pursuit Movement of Pan-Tilt Camera by Feedback-Error-Learning. | Shotaro Akaho, Yoshiyasu Goto, Takio Kurita, Hiroshi Mizoguchi |
| 1997 | ICONIP | Information Integration of the Office-Conversant Mobile Robot Jijo-2. | Hideki Asoh, Satoru Hayamizu, Isao Hara, Yoichi Motomura, Shotaro Akaho, Toshihiro Matsui |
| 1997 | IJCAI | Socially Embedded Learning of the Office-Conversant Mobil Robot Jijo-2. | Hideki Asoh, Satoru Hayamizu, Isao Hara, Yoichi Motomura, Shotaro Akaho, Toshihiro Matsui |
| 1996 | IROS | Combining probabilistic map and dialog for robust life-long office navigation. | Hideki Asoh, Yoichi Motomura, Isao Hara, Shotaro Akaho, Satoru Hayamizu, Toshihiro Matsui |
| 1992 | ALT | Regularization Learning of Neural Networks for Generalization. | Shotaro Akaho |
| 1990 | IJCNN | On the capacity of three-layer networks. | Shotaro Akaho, Shun-ichi Amari |