Kalyan Veeramachaneni — accepted AI-conference papers

2021

Towards Reducing Biases in Combining Multiple Experts Online

Yi Sun, Iván Ramírez Díaz, Alfredo Cuesta Infante, Kalyan Veeramachaneni

IJCAI 2021poster

In many real life situations, including job and loan applications, gatekeepers must make justified and fair real-time decisions about a person’s fitness for a particular opportunity. In this paper, we aim to accomplish approximate group fairness in an online stochastic decision-making process, where…

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2019

Modeling Tabular data using Conditional GAN

Lei Xu, Maria Skoularidou, Alfredo Cuesta-Infante, Kalyan Veeramachaneni

NeurIPS 2019poster

Modeling the probability distribution of rows in tabular data and generating realistic synthetic data is a non-trivial task. Tabular data usually contains a mix of discrete and continuous columns. Continuous columns may have multiple modes whereas discrete columns are sometimes imbalanced making the…

Cited by 1939 Source ↗PDF ↗code ↗Scholar ↗