Baba Yukino

ババユキノ | Baba Yukino

Affiliation and department：
Job title： Associate Professor

Research field (1)： Intelligent informatics

Research keywords (5)： Human-AI Collaboration , Human-in-the-Loop Machine Learning , クラウドソーシング , ヒューマンコンピュテーション , 機械学習

Research theme for competitive and other funds (9)：

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Papers (63)：

Keisuke Otaki, Yukino Baba. Maximal Likelihood Itinerary Planning with User Interaction Data. Proceedings of the Workshop on Recommenders in Tourism (RecTour 2022) co-located with the 16th ACM Conference on Recommender Systems (RecSys 2022). 2022. 37-46
Kagawa, Rina, Baba, Yukino, Tsurushima, Hideo. A practical and universal framework for generating publicly available medical notes of authentic quality via power of crowds. Proceedings of 2021 IEEE International Conference on Big Data (Big Data). 2021
Nakayama, Kouta, Kurita, Shuhei, Kobayashi, Akio, Baba, Yukino, Sekine, Satoshi. Co-Teaching Student-Model through Submission Results of Shared Task. Findings of the Association for Computational Linguistics: EMNLP 2021. 2021. 4525-4535
Ueda, Yota, Fujii, Kazuki, Saito, Yuki, Takamichi, Shinnosuke, Baba, Yukino, Saruwatari, Hiroshi. HumanACGAN: Conditional Generative Adversarial Network with Human-based Auxiliary Classifier and Its Evaluation in Phoneme Perception. Proceedings of the 46th International Conference on Acoustics, Speech, and Signal Processing (ICASSP). 2021. 6468-6472
Kamishima, Toshihiro, Akaho, Shotaro, Baba, Yukino, Kashima, Hisashi. Preliminary Experiments to Examine the Stability of Bias-Aware Techniques. Proceedings of the 2nd International Workshop on Algorithmic Bias in Search and Recommendation (BIAS). 2021. 25-35

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MISC (9)：

馬場雪乃. 集合知を生かすヒューマンコンピュテーション. 人工知能. 2022. 37. 2. 143-147
馬場,雪乃. ヒューマンコンピュテーションとクラウドソーシング. オペレーションズ・リサーチ. 2020. 65. 6. 323-327
馬場,雪乃. クラウドソーシング(知っておきたいキーワード). 映像情報メディア学会誌. 2018. 72. 4. 558-560
馬場,雪乃. 人工知能・ロボットと労働・雇用をめぐる視点(第1部研究・技術動向 IX クラウドソーシング ). 国立国会図書館調査資料. 2018
HARADA Shonosuke, AKITA Hirotaka, TSUBAKI Masashi, BABA Yukino, TAKIGAWA Ichigaku, YAMANISHI Yoshihiro, KASHIMA Hisashi. Dual Convolutional Neural Network for Graph of Graphs Link Prediction. Proceedings of the Annual Conference of JSAI. 2018. 2018. 0. 2A101-2A101

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Books (2)：

Lectures and oral presentations (19)：

壁のためのAIと卵のためのAI
(2023年度人工知能学会全国大会 (JSAI 2023) 学生企画 2023)
人間と人工知能の協働
(東京大学「高校生と大学生のための金曜特別講座」 2023)
Human-in-the-Loop 機械学習
(第28回画像センシングシンポジウム (SSII 2022) オーガナイズドセッション「深層学習のための効率的なデータ収集と活用」 2022)
Human-in-the-Loop 機械学習
(NLP若手の会 (YANS) 第16回シンポジウム(チュートリアル) 2021)
Statistical Quality Control for Human Computation and Crowdsourcing (Early Career Spotlight)
(27th International Joint Conference on Artificial Intelligence and 23rd European Conference on Artificial Intelligence (IJCAI-ECAI) 2018)

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Education (3)：

2009 - 2012 The University of Tokyo The Graduate School of Information Science and Technology Department of Creative Informations
2007 - 2009 The University of Tokyo The Graduate School of Information Science and Technology Department of Creative Informations
2003 - 2007 Tokyo University of Science Faculty of Engineering

Professional career (1)：

Work history (7)：

2022/07 - 現在 The University of Tokyo Graduate School of Arts and Sciences Associate Professor
2018/04 - 2022/06 University of Tsukuba Faculty of Engineering, Information and Systems
2015/09 - 2018/03 Kyoto University Graduate School of Informatics, Department of Intelligence Science and Technology
2015/04 - 2015/09 Kyoto University Graduate School of Informatics, Department of Intelligence Science and Technology
2014/04 - 2015/03 National Institute of Informatics

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Committee career (4)：

Awards (6)：

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Association Membership(s) (2)：

人工知能学会 , 情報処理学会

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