Multi-armed bandits in the presence of side observations in social networks. - Swapna Buccapatnam; Atilla Eryilmaz; Ness B. Shroff (CDC, 2013)

Stochastic bandits with side observations on networks. - Swapna Buccapatnam; Atilla Eryilmaz; Ness B. Shroff (SIGMETRICS, 2014)

Information sharing in distributed stochastic bandits. - Swapna Buccapatnam; Jian Tan 001; Li Zhang 002 (INFOCOM, 2015)

Mining MOOC Clickstreams: On the Relationship Between Learner Video-Watching Behavior and Performance. - Christopher G. Brinton; Swapna Buccapatnam; Mung Chiang; H. Vincent Poor (CoRR, 2015)

Social learning networks: Efficiency optimization for MOOC forums. - Christopher G. Brinton; Swapna Buccapatnam; Felix Ming Fai Wong; Mung Chiang; H. Vincent Poor (INFOCOM, 2016)

An Unsupervised Collaborative Approach to Identifying Home and Work Locations. - Rong Liu; Swapna Buccapatnam; Wesley M. Gifford; Anshul Sheopuri (MDM, 2016)

Regret-Minimizing Exploration in HetNets with mmWave. - Michael Wang 002; Aveek Dutta; Swapna Buccapatnam; Mung Chiang (SECON, 2016)

Mining MOOC Clickstreams: Video-Watching Behavior vs. In-Video Quiz Performance. - Christopher G. Brinton; Swapna Buccapatnam; Mung Chiang; H. Vincent Poor (IEEE Trans. Signal Process., 2016)

Reward Maximization Under Uncertainty: Leveraging Side-Observations on Networks. - Swapna Buccapatnam; Fang Liu 020; Atilla Eryilmaz; Ness B. Shroff (J. Mach. Learn. Res., 2017)

Information Directed Sampling for Stochastic Bandits With Graph Feedback. - Fang Liu 020; Swapna Buccapatnam; Ness B. Shroff (AAAI, 2018)

UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits. - Fang Liu 020; Sinong Wang; Swapna Buccapatnam; Ness B. Shroff (IJCAI, 2018)

On the Efficiency of Online Social Learning Networks. - Christopher G. Brinton; Swapna Buccapatnam; Liang Zheng 002; Da Cao; Andrew S. Lan; Felix Ming Fai Wong; Sangtae Ha; Mung Chiang; H. Vincent Poor (IEEE/ACM Trans. Netw., 2018)