Education

• 2020.9 - Present (Expected Graduation 2025): Ph.D. in Computer Science, University of California San Diego
• 2016.4 - 2020.3: B.S. in Information Science, The University of Tokyo
• 2013.4 - 2016.3: Tokyo Gakugei University Senior High School

Publications

• Koga, T., Meehan, C. & Chaudhuri, K. "Privacy Amplification by Subsampling in Time Domain". 25th International Conference on Artificial Intelligence and Statistics (AISTATS), Virtual, Mar. 2022
• Koga, T., Rie, E., Hirose, K. & Seita, J. “Human and GAN collaboration to create haute couture dress”. NeurIPS Workshop on Machine Learning for Creativity and Design 3.0 at 33rd Conference on Neural Information Processing Systems, Vancouver, Canada, Dec. 2019. Contributed Talk.
• Koga, T., Nonaka, N., Sakuma, J. & Seita, J. “General-to-Detailed GAN for Infrequent Class Medical Images”. ML4H: Machine Learning for Health Workshop at 32nd Conference on Neural Information Processing Systems, Montreal, Canada, Dec. 2018.

Exhibitions

• TOKYO Fashion Week 2019 A/W Collection by EMarie, February 2019

Experiences

• Apple Inc., ML Engineer Intern, Summer 2022
• RIKEN Medical Science Innovation Hub Program (MIH), AI based Healthcare and Medical Data Analysis Standardization Unit, Research Part-time Worker II, Fall 2017 - Summer 2020
• RIKEN Advanced Intelligence Project (AIP), AI Security and Privacy Team, Student Trainee, Spring 2018 - Summer 2020
• Yahoo Japan Corporation, Software Engineer Intern, Summer 2017
• PKSHA Technology Inc., Software Engineer Intern, Summer 2017

Awards

• Dean's Award from School of Science, the University of Tokyo, March 2020