Personalized machine learning for facial expression analysis
Feffer, Michael Anthony. Personalized machine learning for facial expression analysis. MEng Thesis. Massachusetts Institute of Technology, 2018.
Feffer, Michael Anthony. Personalized machine learning for facial expression analysis. MEng Thesis. Massachusetts Institute of Technology, 2018.
Feffer M., Rudovic O., Picard R.W. (2018) A Mixture of Personalized Experts for Human Affect Estimation. In: Perner P. (eds) Machine Learning and Data Mining in Pattern Recognition. MLDM 2018. Lecture Notes in Computer Science, vol 10935. Springer, Cham.
Feffer, M., Lipton, Z. C., & Donahue, C. (2022). Assistive alignment of in-the-wild sheet music and performances. ISMIR (2022)
Feffer, M., Heidari, H., & Lipton, Z. C. (2023). Moral Machine or Tyranny of the Majority? AAAI (2023)
Hirzel, M. & Feffer, M. (2023). A Suite of Fairness Datasets for Tabular Classification. arXiv arXiv:2308.00133
Feffer, M., Skirpan, M., Lipton, Z. C., & Heidari, H. (2023). From Preference Elicitation to Participatory ML: A Critical Survey & Guidelines for Future Research. AIES (2023)
Feffer, M., Hirzel, M., Hoffman, S. C., Kate, K., Ram, P., & Shinnar, A. (2023). Searching for Fairer Machine Learning Ensembles. AutoML (2023)
Feffer, M., Martelaro, N., & Heidari, H. (2023). The AI Incident Database as an Educational Tool to Raise Awareness of Harms: A Classroom Exploration of Efficacy, Limitations, & Future Design Improvements. EAAMO (2023)
Feffer, M., Lipton, Z. C., & Donahue, C. (2023). DeepDrake ft. BTS-GAN and TayloRVC: An Exploratory Analysis of Musical Deepfakes and Hosting Platforms. HCMIR@ISMIR (2023)
Feffer, M., Sinha, A., Lipton, Z. C., & Heidari, H. (2024). Red-Teaming for Generative AI: Silver Bullet or Security Theater? arXiv (2024)
Feffer M., Xu R., Sun Y., Yurochkin M. (2024) Prompt Exploration with Prompt Regression. arXiv (2024)
Talk at International Conference in Machine Learning and Data Mining (MLDM), Newark, New Jersey
Talk at Workshop on Benchmarking Data for Data-Centric AI (DataPerf@ICML), Baltimore, MD