Sulin Liu

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 12

Top Topics

Matrix Factorization

Multitask Learning

Factorization Method

Top Venues

Publications

Sulin Liu, Peter J. Ramadge, Ryan P. Adams
Generative Marginalization Models. CoRR (2023)
Sulin Liu, Qing Feng, David Eriksson, Benjamin Letham, Eytan Bakshy
Sparse Bayesian optimization. AISTATS (2023)
Sulin Liu, Qing Feng, David Eriksson, Benjamin Letham, Eytan Bakshy
Sparse Bayesian Optimization. CoRR (2022)
Athindran Ramesh Kumar, Sulin Liu, Jaime F. Fisac, Ryan P. Adams, Peter J. Ramadge
ProBF: Learning Probabilistic Safety Certificates with Barrier Functions. CoRR (2021)
Hossein Valavi, Sulin Liu, Peter J. Ramadge
Revisiting the Landscape of Matrix Factorization. AISTATS (2020)
Sulin Liu, Xingyuan Sun, Peter J. Ramadge, Ryan P. Adams
Task-Agnostic Amortized Inference of Gaussian Process Hyperparameters. NeurIPS (2020)
Hossein Valavi, Sulin Liu, Peter J. Ramadge
The Landscape of Matrix Factorization Revisited. CoRR (2020)
Mengchen Zhao, Bo An, Yaodong Yu, Sulin Liu, Sinno Jialin Pan
Data Poisoning Attacks on Multi-Task Relationship Learning. AAAI (2018)
Sulin Liu, Sinno Jialin Pan, Qirong Ho
Distributed Multi-Task Relationship Learning. KDD (2017)
Yaodong Yu, Sulin Liu, Sinno Jialin Pan
Communication-Efficient Distributed Primal-Dual Algorithm for Saddle Point Problem. UAI (2017)
Sulin Liu, Sinno Jialin Pan
Adaptive Group Sparse Multi-task Learning via Trace Lasso. IJCAI (2017)
Sulin Liu, Sinno Jialin Pan, Qirong Ho
Distributed Multi-task Relationship Learning. CoRR (2016)