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Kamala Varma
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Legato: A layerwise gradient aggregation algorithm for mitigating byzantine attacks in federated learning
K Varma, Y Zhou, N Baracaldo, A Anwar
2021 IEEE 14th international conference on cloud computing (CLOUD), 272-277, 2021
172021
Assessing the relevance of eye gaze patterns during collision avoidance in virtual reality
K Varma, SJ Guy, V Interrante
Proceedings of the 27th International Conference on Artificial Reality and …, 2017
32017
Region Radio: An AI that Finds and Tells Stories about Places
D Fisher, E Markert, A Roberts, K Varma
International Conference on Computational Creativity, 2019
22019
Once-for-All Federated Learning: Learning from and deploying to heterogeneous clients
K Varma, E Diao, T Roosta, J Ding, T Zhang
International Workshop on Federated Learning for Distributed Data Mining, 2023
12023
Defending against adversarial attacks in federated learning
Y Zhou, KMN Varma, NB Angel
US Patent App. 17/811,166, 2024
2024
Tokenized federated learning
A Anwar, SA Zawad, Y Zhou, NB Angel, KMN Varma, A Abay, E Chuba, ...
US Patent App. 17/373,611, 2023
2023
Byzantine-robust federated learning
Y Zhou, NB Angel, KMN Varma, A Anwar, SA Zawad
US Patent App. 17/195,982, 2022
2022
Dealing with Byzantine Threats to Neural Networks
Y Zhou, N Baracaldo, A Anwar, K Varma
Federated Learning: A Comprehensive Overview of Methods and Applications …, 2022
2022
Understanding, Uncovering, and Mitigating the Causes of Inference Slowdown for Language Models
K Varma, A Numanoglu, Y Kaya, T Dumitras
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