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Mykola Pechenizkiy

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Provably Efficient Exploration in Constrained Reinforcement Learning:Posterior Sampling Is All You Need

Sep 27, 2023
Danil Provodin, Pratik Gajane, Mykola Pechenizkiy, Maurits Kaptein

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Enhancing Adversarial Training via Reweighting Optimization Trajectory

Jul 07, 2023
Tianjin Huang, Shiwei Liu, Tianlong Chen, Meng Fang, Li Shen, Vlaod Menkovski, Lu Yin, Yulong Pei, Mykola Pechenizkiy

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Dynamic Sparsity Is Channel-Level Sparsity Learner

May 30, 2023
Lu Yin, Gen Li, Meng Fang, Li Shen, Tianjin Huang, Zhangyang Wang, Vlado Menkovski, Xiaolong Ma, Mykola Pechenizkiy, Shiwei Liu

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Are Large Kernels Better Teachers than Transformers for ConvNets?

May 30, 2023
Tianjin Huang, Lu Yin, Zhenyu Zhang, Li Shen, Meng Fang, Mykola Pechenizkiy, Zhangyang Wang, Shiwei Liu

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GRD: A Generative Approach for Interpretable Reward Redistribution in Reinforcement Learning

May 28, 2023
Yudi Zhang, Yali Du, Biwei Huang, Ziyan Wang, Jun Wang, Meng Fang, Mykola Pechenizkiy

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Adaptive Sparsity Level during Training for Efficient Time Series Forecasting with Transformers

May 28, 2023
Zahra Atashgahi, Mykola Pechenizkiy, Raymond Veldhuis, Decebal Constantin Mocanu

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NLG Evaluation Metrics Beyond Correlation Analysis: An Empirical Metric Preference Checklist

May 26, 2023
Iftitahu Ni'mah, Meng Fang, Vlado Menkovski, Mykola Pechenizkiy

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CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language Models

May 18, 2023
Jiaxu Zhao, Meng Fang, Zijing Shi, Yitong Li, Ling Chen, Mykola Pechenizkiy

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