Yukino Baba, Associate Professor at University of Tokyo
I'm an Associate Professor in the Graduate School of Arts and Sciences at University of Tokyo. My research interests are in Human-AI Collaboration, Human-in-the-Loop ML, and Human Computation. Prior to joining the faculty at University of Tokyo, I was an Associate Professor at University of Tsukuba from 2018 to 2022, Assistant Professor at Kyoto University from 2015 to 2018, and a postdoctoral fellow at National Institute of Informatics (2014-2015) and University of Tokyo (2012-2014). I received my Ph.D. from University of Tokyo in 2012.

SELECTED PUBLICATIONS

Fair Machine Guidance to Enhance Fair Decision Making in Biased People
Mingzhe Yang, Hiromi Arai, Naomi Yamashita, Yukino Baba
CHI 2024
Co-Teaching Student-Model through Submission Results of Shared Task
Kouta Nakayama, Shuhei Kurita, Akio Kobayashi, Yukino Baba, Satoshi Sekine
EMNLP Findings 2021
HumanACGAN: Conditional Generative Adversarial Network with Human-Based Auxiliary Classifier and its Evaluation in Phoneme Perception
Yota Ueda, Kazuki Fujii, Yuki Saito, Shinnosuke Takamichi, Yukino Baba, Hiroshi Saruwatari
ICASSP 2021
CrowDEA: Multi-view Idea Prioritization with Crowds
Yukino Baba, Jiyi Li, Hisashi Kashima
HCOMP 2020
Performance as a Constraint: An Improved Wisdom of Crowds Using Performance Regularization
Jiyi Li, Yasushi Kawase, Yukino Baba, Hisashi Kashima
IJCAI 2020
HumanGAN: Generative Adversarial Network with Human-based Discriminator and its Evaluation in Speech Perception Modeling
Kazuki Fujii, Yuki Saito, Shinnosuke Takamichi, Yukino Baba, Hiroshi Saruwatari
ICASSP 2020
Synthetic Accessibility Assessment using Auxiliary Responses
Shun Ito, Yukino Baba, Tetsu Isomura, Hisashi Kashima
Expert Systems with Applications 2020
Kousuke Uo, Masaki Kobayashi, Masaki Matsubara, Yukino Baba, Atsuyuki Morishima
BigData 2019
Probabilistic Modeling of Peer Correction and Peer Assessment
Takeru Sunahase, Yukino Baba, Hisashi Kashima
EDM 2019
CrowNN: Human-in-the-loop Network with Crowd-generated Inputs
Yusuke Sakata, Yukino Baba, Hisashi Kashima
ICASSP 2019
Simultaneous Clustering and Ranking from Pairwise Comparisons
Jiyi Li, Yukino Baba, Hisashi Kashima
IJCAI 2018
Predictive Modeling of Learning Continuation in Preschool Education Using Temporal Patterns of Development Tests
Junpei Naito, Yukino Baba, Hisashi Kashima, Takenori Takaki, Takuya Funo
EAAI 2018
Data Analysis Competition Platform for Educational Purposes: Lessons Learned and Future Challenges
Yukino Baba, Tomoumi Takase, Kyohei Atarashi, Satoshi Oyama, Hisashi Kashima
EAAI 2018
AdaFlock: Adaptive Feature Discovery for Human-in-the-loop Predictive Modeling
Ryusuke Takahama, Yukino Baba, Nobuyuki Shimizu, Sumio Fujita, Hisashi Kashima
AAAI 2018
Wisdom of Crowds for Synthetic Accessibility Evaluation
Yukino Baba, Tetsu Isomura, Hisashi Kashima
Journal of Molecular Graphics and Modelling 2018
Hyper Questions: Unsupervised Targeting of a Few Experts in Crowdsourcing
Jiyi Li, Yukino Baba, Hisashi Kashima
CIKM 2017
Predicting Fuel Consumption and Flight Delays for Low-cost Airlines
Yuji Horiguchi, Yukino Baba, Hisashi Kashima, Masahito Suzuki, Hiroki Kayahara, Jun Maeno
IAAI 2017
Participation Recommendation System for Crowdsourcing Contests
Yukino Baba, Kei Kinoshita, Hisashi Kashima
Expert Systems with Applications 2016
Quality Control of Crowdsourced Classification Using Hierarchical Class Structures
Naoki Otani, Yukino Baba, Hisashi Kashima
Expert Systems with Applications 2016
Assessing Translation Ability through Vocabulary Ability Assessment
Yo Ehara, Yukino Baba, Masao Utiyama, Eiichiro Sumita
IJCAI 2016
Quality Control for Crowdsourced Hierarchical Classification
Naoki Otani, Kei Kinoshita, Hisashi Kashima
ICDM 2015
Predictive Approaches for Low-cost Preventive Medicine Program in Developing Countries
Yukino Baba, Hisashi Kashima, Yasunobu Nohara, Eiko Kai, Partha Ghosh, Rafiqul Islam, Ashir Ahmed, Masahiro Kuroda, Sozo Inoue, Tatsuo Hiramatsu, Michio Kimura, Shuji Shimizu, Kunihisa Kobayashi, Koji Tsuda, Masashi Sugiyama, Mathieu Blondel, Naonori Ueda, Masaru Kitsuregawa, Naoki Nakashima
KDD 2015
Leveraging Non-Expert Crowdsourcing Workers for Improper Task Detection in Crowdsourcing Marketplaces
Yukino Baba, Hisashi Kashima, Kei Kinoshita, Goushi Yamaguchi, Yosuke Akiyoshi
Expert Systems with Applications 2014
Instance-privacy Preserving Crowdsourcing
Hiroshi Kajino, Yukino Baba, Hisashi Kashima
HCOMP 2014
Accurate Integration of Crowdsourced Labels Using Workers' Self-reported Confidence Scores
Satoshi Oyama, Yukino Baba, Yuko Sakurai, Hisashi Kashima
IJCAI 2013
Extraction of Places Related to Flickr Tags
Yukino Baba, Fuyuki Ishikawa, Shinichi Honiden
ECAI 2010

TALKS

Human-in-the-Loop ML for Science, The 6th National Medical AI Contest, 2024
Human-AI Collaboration, Komaba Festival, University of Tokyo, 2023
Human-AI Collaboration, Open lecture, Ishikawa Prefectural University, 2023
Human-in-the-Loop ML for Science, AI Robot Science Symposium 2023
Towards a Society Where Everyone's Opinions are Reflected, Mercari L&L, 2023
Human-AI Collaboration, Friday Special Lectures for High School and College Students, University of Tokyo, 2022
AI for Diversity-aware Decision Making, CS department, University of Tokyo, 2022
Human Computation Connecting Individuals and Groups, JST Co-creation of individual and collective well-being, 2021
Human-in-the-Loop Machine Learning, Tutorial, YANS 2021
Human Computation and Crowdsourcing, Tutorial, NLP 2017
Human Computation and Crowdsourcing, IIBMP 2016
Human Computation: How We can Harness the Power of Human Intelligence, Neuroscience 2016
Crowdsourcing for Big Data Analytics, Tutorial, PAKDD 2015