基本信息
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职业迁徙
个人简介
My research interest focuses on Bayesian statistical models of high-dimensional and large-scale neural response and fMRI decoding.
My Ph.D work lies in:
(i) sparse Bayesian structure learning for fMRI decoding with hierarchical generative models,
(ii) fast moment-based convolutional spike-triggered covariance analysis for neural sensory encoding,
(iii) Bayesian optimization and active learning,
(iv) Bayesian nonparametric latent variable models for large-scale neural recordings,
(v) Bayesian neural networks and approximate Bayesian inference.
Moreover, my interest also spans many data-driven research using statistical and machine learning tools for efficiently analyzing real world data, e.g. neural data, time series, geospatial data, speech data.
My Ph.D work lies in:
(i) sparse Bayesian structure learning for fMRI decoding with hierarchical generative models,
(ii) fast moment-based convolutional spike-triggered covariance analysis for neural sensory encoding,
(iii) Bayesian optimization and active learning,
(iv) Bayesian nonparametric latent variable models for large-scale neural recordings,
(v) Bayesian neural networks and approximate Bayesian inference.
Moreover, my interest also spans many data-driven research using statistical and machine learning tools for efficiently analyzing real world data, e.g. neural data, time series, geospatial data, speech data.
研究兴趣
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CoRR (2023)
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CoRR (2020): 159-464
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