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Vadim Borisov

2 accepted papers

2023

Language Models are Realistic Tabular Data Generators

ICLR 2023poster

Tabular data is among the oldest and most ubiquitous forms of data. However, the generation of synthetic samples with the original data’s characteristics remains a significant challenge for tabular data. While many generative models from the computer vision domain, such as variational autoencoders o…

2022

A Consistent and Efficient Evaluation Strategy for Attribution Methods

ICML 2022spotlight

With a variety of local feature attribution methods being proposed in recent years, follow-up work suggested several evaluation strategies. To assess the attribution quality across different attribution techniques, the most popular among these evaluation strategies in the image domain use pixel pert…