Kimmo Kärkkäinen

Target-Focused Feature Selection Using Uncertainty Measurements in Healthcare Data

Majid Sarrafzadeh, Orpaz Goldstein, Mohammad Kachuee, 2020, ACM Trans. Comput. Heal..

Generative Imputation and Stochastic Prediction

Majid Sarrafzadeh, Orpaz Goldstein, Mohammad Kachuee, 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence.

FairFace: A Novel Face Attribute Dataset for Bias Measurement and Mitigation

Kimmo Kärkkäinen, Jungseock Joo, Jungseock Joo, 2019 .

FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age pdf

Kimmo Kärkkäinen, Jungseock Joo, Jungseock Joo, 2019, ArXiv.

Nutrition and Health Data for Cost-Sensitive Learning pdf

Majid Sarrafzadeh, Orpaz Goldstein, Mohammad Kachuee, 2019, ArXiv.

Target-Focused Feature Selection Using a Bayesian Approach pdf

Majid Sarrafzadeh, Orpaz Goldstein, Mohammad Kachuee, 2019, ArXiv.

Cost-Sensitive Feature-Value Acquisition Using Feature Relevance pdf

Majid Sarrafzadeh, Orpaz Goldstein, Mohammad Kachuee, 2019, ArXiv.

Gender Slopes: Counterfactual Fairness for Computer Vision Models by Attribute Manipulation

Kimmo Kärkkäinen, Jungseock Joo, Jungseock Joo, 2020, Proceedings of the 2nd International Workshop on Fairness, Accountability, Transparency and Ethics in Multimedia.

Opportunistic Learning: Budgeted Cost-Sensitive Learning from Data Streams pdf

Majid Sarrafzadeh, Orpaz Goldstein, Mohammad Kachuee, 2019, ICLR.