Swapna Buccapatnam

Publication Activity (10 Years)

Years Active: 2013-2018
Publications (10 Years): 11

Top Topics

Stochastic Systems

Multi Armed Bandits

Social Learning

Top Venues

Publications

Fang Liu, Sinong Wang, Swapna Buccapatnam, Ness B. Shroff
UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits. IJCAI (2018)
Fang Liu, Swapna Buccapatnam, Ness B. Shroff
Information Directed Sampling for Stochastic Bandits With Graph Feedback. AAAI (2018)
Christopher G. Brinton, Swapna Buccapatnam, Liang Zheng, Da Cao, Andrew S. Lan, Felix Ming Fai Wong, Sangtae Ha, Mung Chiang, H. Vincent Poor
On the Efficiency of Online Social Learning Networks. IEEE/ACM Trans. Netw. 26 (5) (2018)
Fang Liu, Sinong Wang, Swapna Buccapatnam, Ness B. Shroff
UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits. CoRR (2018)
Fang Liu, Swapna Buccapatnam, Ness B. Shroff
Information Directed Sampling for Stochastic Bandits with Graph Feedback. CoRR (2017)
Swapna Buccapatnam, Fang Liu, Atilla Eryilmaz, Ness B. Shroff
Reward Maximization Under Uncertainty: Leveraging Side-Observations on Networks. J. Mach. Learn. Res. 18 (2017)
Swapna Buccapatnam, Fang Liu, Atilla Eryilmaz, Ness B. Shroff
Reward Maximization Under Uncertainty: Leveraging Side-Observations on Networks. CoRR (2017)
Christopher G. Brinton, Swapna Buccapatnam, Felix Ming Fai Wong, Mung Chiang, H. Vincent Poor
Social learning networks: Efficiency optimization for MOOC forums. INFOCOM (2016)
Rong Liu, Swapna Buccapatnam, Wesley M. Gifford, Anshul Sheopuri
An Unsupervised Collaborative Approach to Identifying Home and Work Locations. MDM (2016)
Christopher G. Brinton, Swapna Buccapatnam, Mung Chiang, H. Vincent Poor
Mining MOOC Clickstreams: Video-Watching Behavior vs. In-Video Quiz Performance. IEEE Trans. Signal Process. 64 (14) (2016)
Michael Wang, Aveek Dutta, Swapna Buccapatnam, Mung Chiang
Regret-Minimizing Exploration in HetNets with mmWave. SECON (2016)
Swapna Buccapatnam, Jian Tan, Li Zhang
Information sharing in distributed stochastic bandits. INFOCOM (2015)
Christopher G. Brinton, Swapna Buccapatnam, Mung Chiang, H. Vincent Poor
Mining MOOC Clickstreams: On the Relationship Between Learner Video-Watching Behavior and Performance. CoRR (2015)
Swapna Buccapatnam, Atilla Eryilmaz, Ness B. Shroff
Stochastic bandits with side observations on networks. SIGMETRICS (2014)
Swapna Buccapatnam, Atilla Eryilmaz, Ness B. Shroff
Multi-armed bandits in the presence of side observations in social networks. CDC (2013)