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 our Data Intelligence Researchers

All Researchers
Moumita Sinha Deb Mahapatra Ritwik Sinha Raghavendra Addanki Soumyabrata Pal Jane Hoffswell Gromit Yeuk-Yin Chan Eunyee Koh Atanu R Sinha Lei Shi David Arbour Sunav Choudhary

Publications

All Publications
January 1, 2020 Proceedings of the Thirty-First Annual ACM-SIAM Symposium on Discrete Algorithms (SODA)

Approximate Maximum Matching in Random Streams

Alireza Farhadi, MohammadTaghi Hajiaghayi, Tung Mai, Anup Rao, Ryan A. Rossi

AI & Machine Learning Data Intelligence
July 7, 2019 4th Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2019)

Improving Generalization over Large Action Sets

Yash Chandak, Georgios Theocharous, James Kostas, Scott Jordan, Philip Thomas

AI & Machine Learning Data Intelligence
September 19, 2016 European Conference on Machine Learning and Knowledge Discovery in Databases

Graphical Model Sketch

Branislav Kveton, Hung Bui, Mohammad Ghavamzadeh, Georgios Theocharous, S. Muthukrishnan, Siqi Sun

AI & Machine Learning Data Intelligence