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AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning
Automatic discovery of families of high-performing PEFT configurations (TACL 2024)
Han Zhou, Xingchen Wan, Ivan Vulić, Anna Korhonen
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AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning
Iterate Averaging in the Quest for Best Test Error
Journal of Machine Learning Research (JMLR)
Diego Granziol, Nick P. Baskerville, Xingchen Wan, Samuel Albanie, Stephen Roberts
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Iterate Averaging in the Quest for Best Test Error
Bayesian Quadrature for Neural Ensemble Search
Transactions on Machine Learning Research (TMLR)
Saad Hamid, Xingchen Wan, Martin Jørgensen, Binxin Ru, Michael Osborne
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Bayesian Quadrature for Neural Ensemble Search
Sentiment Correlation in Financial News Networks and Associated Market Movements
Scientific Reports 11.
Xingchen Wan, Jie Yang, Slavi Marinov, Jan-Peter Calliess, Stefan Zohren, Xiaowen Dong
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Sentiment Correlation in Financial News Networks and Associated Market Movements