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 | 27 | 2021 |
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 | 3 | 2017 |
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 | 2 | 2022 |
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 | 2 | 2019 |
Once-for-All Federated Learning: Learning from and deploying to heterogeneous clients K Varma, E Diao, T Roosta, J Ding, T Zhang | 1 | 2023 |
Understanding, Uncovering, and Mitigating the Causes of Inference Slowdown for Language Models K Varma, A Numanoğlu, Y Kaya, T Dumitraş 2024 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 723-740, 2024 | | 2024 |
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 |