Search Results for author: Nikolay Ivanov

Found 4 papers, 0 papers with code

DynamicFL: Balancing Communication Dynamics and Client Manipulation for Federated Learning

no code implementations16 Jul 2023 Bocheng Chen, Nikolay Ivanov, Guangjing Wang, Qiben Yan

Additionally, our long-term greedy strategy in client selection tackles the problem of system performance degradation caused by short-term scheduling in a dynamic network.

Federated Learning Scheduling

SuperVoice: Text-Independent Speaker Verification Using Ultrasound Energy in Human Speech

no code implementations28 May 2022 Hanqing Guo, Qiben Yan, Nikolay Ivanov, Ying Zhu, Li Xiao, Eric J. Hunter

Our evaluation shows that SUPERVOICE achieves 0. 58% equal error rate in the speaker verification task, it only takes 120 ms for testing an incoming utterance, outperforming all existing speaker verification systems.

Text-Independent Speaker Verification

Constraint-Based Inference of Heuristics for Foreign Exchange Trade Model Optimization

no code implementations11 May 2021 Nikolay Ivanov, Qiben Yan

The Foreign Exchange (Forex) is a large decentralized market, on which trading analysis and algorithmic trading are popular.

Algorithmic Trading Model Optimization

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