Jinhui Hu
2 indexed papers
Recent (6 mo)
2With code
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226
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ML×2Audio and Speech Processing×1AI×1
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2026
ProRL: Effective Reinforcement Learning for Proactive Recommendation via Rectified Policy Gradient Estimation
The paper proposes ProRL, an effective Reinforcement Learning framework that rectifies gradient estimation deficiencies to optimize proactive recommendation paths, significantly outperforming existing state-of-the-art methods.
Nonlinear Bias-Compensated Adaptive Filter and Its Application for Time-Series Prediction
This paper proposes the RFFBCGA algorithm, a random Fourier feature based bias-compensated filter that mitigates input noise interference and enhances robustness in nonlinear adaptive filtering.
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Papers
cs.LGeess.ASEmpiricalRecentJul 22, 2026
Nonlinear Bias-Compensated Adaptive Filter and Its Application for Time-Series Prediction
This paper proposes the RFFBCGA algorithm, a random Fourier feature based bias-compensated filter that mitigates input noise interference and enhances robustness in nonlinear adaptive filtering.
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cs.LGcs.AIRecent