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Data Intelligence

Adobe Research is developing the next generation of data intelligence technologies. Our scientists are exploring how we can leverage big data to automate decision-making for intervention strategies and to ultimately understanding the causal structure within our world. Our technologies help enterprises better understand and strengthen large-scale digital marketing systems. 

Meet some of our researchersView More

Atanu R Sinha

Principal Scientist

Shunan Guo

Research Scientist

Shiv Saini

Sr Research Scientist II

View our latest publicationsView More

Efficient Insights Discovery through Conditional Generative Model based Query Approximation

Porwal, V., Mitra, S., Du, F., Anderson, J., Sheoran, N., Rao, A., Mai, T., Kowshik, G., Nair, S., Arora, S., Mahapatra, S. (Jun. 12, 2022)

International Conference on Management of Data (SIGMOD)

Towards Preserving Server-Side Privacy of On-Device Models

Atrey, A., Sinha, R., Sarkhel, S., Mitra, S., Arbour, D., Maharaj, A., Shenoy, P. (Apr. 25, 2022)

The Web Conference

Almost Optimal Universal Lower Bound for Learning Causal DAGs with Atomic Interventions

Porwal, V., Srivastava, P., Sinha, G. (Mar. 28, 2022)

International Conference on Artificial Intelligence and Statistics (AISTATS)

Making Data More Accessible

Presented by researcher Sana Malik, Project Data Unbound aims to bring Experience Cloud data to the user and make that data more accessible to Adobe customers beyond our standard interfaces. This technology also automatically generates captions to explain each data visualization, which could help make this experimental work compatible with smart assistants and screen readers.

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Join us!

We are looking for researchers, engineers, and interns to take our technologies to the next level. We're recruiting, and we would love to hear from you!