Assistant Professor at Kyoto University
Machine Learning and Human Computation. Particularly,
Trustworthy machine learning
Calibration, Fairness, Privacy, etc.
Decision-focused learning
Methods for aggregating/learning from noisy crowdsourced labels
Models using feature interactions (e.g., Factorization Machines)
Email: atarashi <at> i.kyoto-u.ac.jp