Toshihiro Kamishima

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 13

Top Topics

Recommender Systems

Quality Control

Contextual Bandit

Top Venues

Publications

Toshihiro Kamishima
Re-formalization of Individual Fairness. CoRR (2023)
Nasim Sonboli, Toshihiro Kamishima, Amifa Raj, Luca Belli, Robin Burke
FAccTRec 2022: The 5th Workshop on Responsible Recommendation. RecSys (2022)
Toshihiro Kamishima, Shotaro Akaho, Yukino Baba, Hisashi Kashima
Preliminary Experiments to Examine the Stability of Bias-Aware Techniques. BIAS (2021)
Michael D. Ekstrand, Pierre-Nicolas Schwab, Toshihiro Kamishima, Nasim Sonboli
FAccTRec 2021: The 4th Workshop on Responsible Recommendation. RecSys (2021)
Michael D. Ekstrand, Pierre-Nicolas Schwab, Jean Garcia-Gathright, Toshihiro Kamishima, Nasim Sonboli
3rd FAccTRec Workshop: Responsible Recommendation. RecSys (2020)
Himan Abdollahpouri, Gediminas Adomavicius, Robin Burke, Ido Guy, Dietmar Jannach, Toshihiro Kamishima, Jan Krasnodebski, Luiz Augusto Pizzato
Multistakeholder recommendation: Survey and research directions. User Model. User Adapt. Interact. 30 (1) (2020)
Himan Abdollahpouri, Gediminas Adomavicius, Robin Burke, Ido Guy, Dietmar Jannach, Toshihiro Kamishima, Jan Krasnodebski, Luiz Augusto Pizzato
Beyond Personalization: Research Directions in Multistakeholder Recommendation. CoRR (2019)
Alexandra Olteanu, Jean Garcia-Gathright, Maarten de Rijke, Michael D. Ekstrand, Adam Roegiest, Aldo Lipani, Alex Beutel, Ana Lucic, Ana-Andreea Stoica, Anubrata Das, Asia Biega, Bart Voorn, Claudia Hauff, Damiano Spina, David D. Lewis, Douglas W. Oard, Emine Yilmaz, Faegheh Hasibi, Gabriella Kazai, Graham McDonald, Hinda Haned, Iadh Ounis, Ilse van der Linden, Joris Baan, Kamuela N. Lau, Krisztian Balog, Mahmoud F. Sayed, Maria Panteli, Mark Sanderson, Matthew Lease, Preethi Lahoti, Toshihiro Kamishima
FACTS-IR: fairness, accountability, confidentiality, transparency, and safety in information retrieval. SIGIR Forum 53 (2) (2019)
Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma
Recommendation Independence. FAT (2018)
Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma
Model-based and actual independence for fairness-aware classification. Data Min. Knowl. Discov. 32 (1) (2018)
Toshihiro Kamishima, Pierre-Nicolas Schwab, Michael D. Ekstrand
2nd FATREC workshop: responsible recommendation. RecSys (2018)
Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Issei Sato
Model-Based Approaches for Independence-Enhanced Recommendation. ICDM Workshops (2016)
Ryusuke Takahama, Toshihiro Kamishima, Hisashi Kashima
Progressive Comparison for Ranking Estimation. IJCAI (2016)
Kazuto Fukuchi, Toshihiro Kamishima, Jun Sakuma
Prediction with Model-Based Neutrality. IEICE Trans. Inf. Syst. (8) (2015)
Mizuki Morita, Masanori Shiro, Shotaro Akaho, Hideki Asoh, Toshihiro Kamishima, Eiji Aramaki, Kôiti Hasida, Takahide Kohro
Arresting Treatment Patterns for Individual Patients in Clinical Big Data: An Exploratory Procedure. AAAI Spring Symposia (2014)
Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma
Correcting Popularity Bias by Enhancing Recommendation Neutrality. RecSys Posters (2014)
Toshiko Matsui, Yukino Baba, Toshihiro Kamishima, Hisashi Kashima
Crowdordering. PAKDD (2) (2014)
Kazuto Fukuchi, Jun Sakuma, Toshihiro Kamishima
Prediction with Model-Based Neutrality. ECML/PKDD (2) (2013)
Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma
The Independence of Fairness-Aware Classifiers. ICDM Workshops (2013)
Toshihiro Kamishima, Shotaro Akaho
Absolute and relative clustering. MultiClust@KDD (2013)
Toshiko Matsui, Yukino Baba, Toshihiro Kamishima, Hisashi Kashima
Crowdsourcing Quality Control for Item Ordering Tasks. HCOMP (Works in Progress / Demos) (2013)
Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma
Efficiency Improvement of Neutrality-Enhanced Recommendation. Decisions@RecSys (2013)
Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma
Enhancement of the Neutrality in Recommendation. Decisions@RecSys (2012)
Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma
Considerations on Fairness-Aware Data Mining. ICDM Workshops (2012)
Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma
Fairness-Aware Classifier with Prejudice Remover Regularizer. ECML/PKDD (2) (2012)
Toshihiro Kamishima, Shotaro Akaho, Jun Sakuma
Fairness-aware Learning through Regularization Approach. ICDM Workshops (2011)
Toshihiro Kamishima, Shotaro Akaho
Personalized pricing recommender system: multi-stage epsilon-greedy approach. HetRec@RecSys (2011)
Toshihiro Kamishima, Shotaro Akaho
Nantonac collaborative filtering: a model-based approach. RecSys (2010)
Toshihiro Kamishima, Masahiro Hamasaki, Shotaro Akaho
TrBagg: A Simple Transfer Learning Method and its Application to Personalization in Collaborative Tagging. ICDM (2009)
Toshihiro Kamishima, Shotaro Akaho
Efficient Clustering for Orders. ICDM Workshops (2006)
Toshihiro Kamishima, Shotaro Akaho
Dimension Reduction for Supervised Ordering. ICDM (2006)
Toshihiro Kamishima, Shotaro Akaho
Supervised ordering by regression combined with Thurstone's model. Artif. Intell. Rev. 25 (3) (2006)
Toshihiro Kamishima, Hideto Kazawa, Shotaro Akaho
Supervised Ordering - An Empirical Survey. ICDM (2005)
Toshihiro Kamishima, Hideto Kazawa, Shotaro Akaho
Estimating Attributed Central Orders: An Empirical Comparison. ECML (2004)
Toshihiro Kamishima, Shotaro Akaho
Filling-in Missing Objects in Orders. ICDM (2004)
Toshihiro Kamishima, Jun Fujiki
Clustering Orders. Discovery Science (2003)
Toshihiro Kamishima, Fumio Motoyoshi
Learning from Cluster Examples. Mach. Learn. 53 (3) (2003)
Toshihiro Kamishima
Nantonac collaborative filtering: recommendation based on order responses. KDD (2003)
Toshihiro Kamishima, Shotaro Akaho
Learning from Order Examples. ICDM (2002)