Learnings from Federated Learning in The Real World
Dupuy, Christophe, Roosta, Tanya G., Long, Leo, Chung, Clement, Gupta, Rahul, Avestimehr, Salman
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
Quantifying Catastrophic Forgetting in Continual Federated Learning
Dupuy, Christophe, Majmudar, Jimit, Wang, Jixuan, Roosta, Tanya G., Gupta, Rahul, Chung, Clement, Ding, Jie, Avestimehr, Salman
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Convergence Analysis of Reweighted Sum-Product Algorithms
Roosta, T.G., Wainwright, M.J., Sastry, S.S.
Published in IEEE transactions on signal processing (01.09.2008)
Published in IEEE transactions on signal processing (01.09.2008)
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Journal Article
AuditLLM: A Tool for Auditing Large Language Models Using Multiprobe Approach
Amirizaniani, Maryam, Martin, Elias, Roosta, Tanya, Chadha, Aman, Shah, Chirag
Year of Publication 14.02.2024
Year of Publication 14.02.2024
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Journal Article
Security and Privacy Issues with Health Care Information Technology
Meingast, Marci, Roosta, Tanya, Sastry, Shankar
Published in 2006 International Conference of the IEEE Engineering in Medicine and Biology Society (2006)
Published in 2006 International Conference of the IEEE Engineering in Medicine and Biology Society (2006)
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Conference Proceeding
Journal Article
ClaimVer: Explainable Claim-Level Verification and Evidence Attribution of Text Through Knowledge Graphs
Dammu, Preetam Prabhu Srikar, Naidu, Himanshu, Dewan, Mouly, Kim, YoungMin, Roosta, Tanya, Chadha, Aman, Shah, Chirag
Year of Publication 12.03.2024
Year of Publication 12.03.2024
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Journal Article
LLMAuditor: A Framework for Auditing Large Language Models Using Human-in-the-Loop
Amirizaniani, Maryam, Yao, Jihan, Lavergne, Adrian, Okada, Elizabeth Snell, Chadha, Aman, Roosta, Tanya, Shah, Chirag
Year of Publication 14.02.2024
Year of Publication 14.02.2024
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Journal Article
Training Mixed-Domain Translation Models via Federated Learning
Passban, Peyman, Roosta, Tanya, Gupta, Rahul, Chadha, Ankit, Chung, Clement
Year of Publication 03.05.2022
Year of Publication 03.05.2022
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Journal Article
Learnings from Federated Learning in the Real world
Dupuy, Christophe, Roosta, Tanya G, Long, Leo, Chung, Clement, Gupta, Rahul, Avestimehr, Salman
Year of Publication 08.02.2022
Year of Publication 08.02.2022
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Journal Article
Training Mixed-Domain Translation Models via Federated Learning
Passban, Peyman, Roosta, Tanya, Gupta, Rahul, Chadha, Ankit, Chung, Clement
Published in arXiv.org (03.05.2022)
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Published in arXiv.org (03.05.2022)
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