Archana Bura

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 13

Top Topics

Sample Complexity

Exploration Exploitation Tradeoff

Cellular Networks

Video Streaming

Top Venues

IEEE/ACM Trans. Netw.

Publications

Archana Bura, Ushasi Ghosh, Dinesh Bharadia, Srinivas Shakkottai
Windex: Realtime Neural Whittle Indexing for Scalable Service Guarantees in NextG Cellular Networks. CoRR (2024)
Archana Bura, Sarat Chandra Bobbili, Shreyas Rameshkumar, Desik Rengarajan, Dileep Kalathil, Srinivas Shakkottai
Structured Reinforcement Learning for Media Streaming at the Wireless Edge. CoRR (2024)
Archana Bura, Aria HasanzadeZonuzy, Dileep Kalathil, Srinivas Shakkottai, Jean-François Chamberland
DOPE: Doubly Optimistic and Pessimistic Exploration for Safe Reinforcement Learning. NeurIPS (2022)
Archana Bura, Desik Rengarajan, Dileep Kalathil, Srinivas Shakkottai, Jean-François Chamberland
Learning to Cache and Caching to Learn: Regret Analysis of Caching Algorithms. IEEE/ACM Trans. Netw. 30 (1) (2022)
Rajarshi Bhattacharyya, Archana Bura, Desik Rengarajan, Mason Rumuly, Bainan Xia, Srinivas Shakkottai, Dileep Kalathil, Ricky K. P. Mok, Amogh Dhamdhere
QFlow: A Learning Approach to High QoE Video Streaming at the Wireless Edge. IEEE/ACM Trans. Netw. 30 (1) (2022)
Archana Bura, Aria HasanzadeZonuzy, Dileep M. Kalathil, Srinivas Shakkottai, Jean-François Chamberland
Safe Exploration for Constrained Reinforcement Learning with Provable Guarantees. CoRR (2021)
Aria HasanzadeZonuzy, Archana Bura, Dileep M. Kalathil, Srinivas Shakkottai
Learning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPs. AAAI (2021)
Archana Bura, Desik Rengarajan, Dileep M. Kalathil, Srinivas Shakkottai, Jean-François Chamberland-Tremblay
Learning to Cache and Caching to Learn: Regret Analysis of Caching Algorithms. CoRR (2020)
Rajarshi Bhattacharyya, Archana Bura, Desik Rengarajan, Mason Rumuly, Srinivas Shakkottai, Dileep M. Kalathil, Ricky K. P. Mok, Amogh Dhamdhere
QFlow: A Reinforcement Learning Approach to High QoE Video Streaming over Wireless Networks. MobiHoc (2019)
Rajarshi Bhattacharyya, Archana Bura, Desik Rengarajan, Mason Rumuly, Srinivas Shakkottai, Dileep M. Kalathil, Ricky K. P. Mok, Amogh Dhamdhere
QFlow: A Reinforcement Learning Approach to High QoE Video Streaming over Wireless Networks. CoRR (2019)
Parimal Parag, Archana Bura, Jean-François Chamberland
Latency analysis for distributed storage. INFOCOM (2017)
Sudheer Poojary, Akash Agrawal, Bhoomika Gupta, Archana Bura, Vinod Sharma
Throughput of TCP over Cognitive Radio Channels. CoRR (2016)
Sudheer Poojary, Akash Agrawal, Bhoomika Gupta, Archana Bura, Vinod Sharma
Throughput of TCP over Cognitive Radio Channels. GLOBECOM (2015)