Welcome to the homepage of the Machine Learning Research Group at Tufts University!
Prof. Liping Liu's project on self-attention neural networks is funded by NSF
The project, titled by "CRII: RI: Self-Attention through the Bayesian Lens", wins an NSF CRII grant. Here is the link.
Linfeng Liu's paper on amortized inference for Gaussian processes is published at AISTATS 2019
The paper "Amortized Variational Inference with Graph Convolutional Networks for Gaussian Processes" [link] proposes a new efficient inference method for Gaussian processes. It decomposes the inference task into sub-tasks at local neighborhoods and use a shared inference network to amortize computation cost.
Tufts Prof. Mike Hughes is organizing two workshops at the upcoming NeurIPS 2018 conference
Aug. 2018: Welcome Prof. Mike Hughes
Mike joins us as new faculty in the Computer Science dept.Meet Mike
Aug. 2017: Welcome Prof. Liping Liu
Liping joins us as new faculty in the Computer Science dept.Meet Liping