Welcome to the homepage of the Machine Learning Research Group at Tufts University!

Recent Highlights

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
Fall 2018 semester has many courses related to ML
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