Past Member

Abhimanyu Dubey

Former Research Assistant

Groups

Publication

Social Influence Leads to the Formation of Diverse Local Trends

Epstein, Ziv, et al. "Social influence leads to the formation of diverse local trends." Proceedings of the ACM on Human-Computer Interaction 5.CSCW2 (2021): 1-18.

Publication

No-Regret Algorithms for Private Gaussian Process Bandit Optimization

Publication

Kernel Methods for Cooperative Contextual Bandits

Abhimanyu Dubey and Alex Pentland. Kernel methods for cooperative contextual bandits. International Conference on Machine Learning, 2020.

Publication

Robust Algorithms for Multiagent Bandits with Heavy Tails

Abhimanyu Dubey and Alex Pentland. Robust algorithms for multiagent bandits with heavy tails. International Conference on Machine Learning, 2020.

Publication

Differentially-Private Federated Linear Bandits

Dubey, A., & Pentland, A. (2020). Differentially-Private Federated Linear Bandits. Advances in Neural Information Processing Systems 33.

Publication

Private and Byzantine-Proof Cooperative Decision-Making

Abhimanyu Dubey and Alex Pentland. Private and byzantine-proof cooperative decision-making. In Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems, pages 357–365, 2020.

Publication

Deep learning the city: Quantifying urban perception at a global scale

Dubey, Abhimanyu, et al. "Deep learning the city: Quantifying urban perception at a global scale." European Conference on Computer Vision. Springer, Cham, 2016.