Swapna Buccapatnam

Smart Exploration in HetNets : Minimizing Total Regret with mmWave

M. Chiang, A. Dutta, Michael Wang, 2016 .

Mining MOOC Clickstreams: Video-Watching Behavior vs. In-Video Quiz Performance

H. Vincent Poor, Mung Chiang, Christopher G. Brinton, 2016, IEEE Transactions on Signal Processing.

On the Efficiency of Online Social Learning Networks

H. Vincent Poor, Sangtae Ha, Mung Chiang, 2018, IEEE/ACM Transactions on Networking.

UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits

Fang Liu, Ness B. Shroff, Swapna Buccapatnam, 2018, IJCAI.

Mining MOOC Clickstreams: On the Relationship Between Learner Behavior and Performance

Mung Chiang, Christopher G. Brinton, Swapna Buccapatnam, 2015 .

Multi-armed bandits in the presence of side observations in social networks

Atilla Eryilmaz, Ness B. Shroff, Swapna Buccapatnam, 2013, 52nd IEEE Conference on Decision and Control.

Reward Maximization Under Uncertainty: Leveraging Side-Observations on Networks

Fang Liu, Atilla Eryilmaz, Ness B. Shroff, 2017, J. Mach. Learn. Res..

An Unsupervised Collaborative Approach to Identifying Home and Work Locations

Wesley M. Gifford, Rong Liu, Swapna Buccapatnam, 2016, 2016 17th IEEE International Conference on Mobile Data Management (MDM).

Information Directed Sampling for Stochastic Bandits with Graph Feedback pdf

Fang Liu, Ness B. Shroff, Swapna Buccapatnam, 2017, AAAI.

Information sharing in distributed stochastic bandits

Li Zhang, Jian Tan, Swapna Buccapatnam, 2015, 2015 IEEE Conference on Computer Communications (INFOCOM).

Stochastic bandits with side observations on networks

Atilla Eryilmaz, Ness B. Shroff, Swapna Buccapatnam, 2014, SIGMETRICS '14.

Regret-Minimizing Exploration in HetNets with mmWave

Mung Chiang, Michael Wang, Swapna Buccapatnam, 2016, 2016 13th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON).