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
Moumita Sinha
Senior Research Scientist
Koyel Mukherjee
Research Scientist II
Sungchul Kim
Data Scientist
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.
