3 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 2 cited
CobBO: Coordinate Backoff Bayesian Optimization with Two-Stage Kernels
Jian Tan, Niv Nayman, Mengchang Wang
Bayesian optimization is a popular method for optimizing expensive black-box functions. Yet it oftentimes struggles in high dimensions where the computation could be prohibitively…
stat.ML2018★ 3 cited
Learning Latent Features with Pairwise Penalties in Low-Rank Matrix Completion
Kaiyi Ji, Jian Tan, Jinfeng Xu +1
Low-rank matrix completion has achieved great success in many real-world data applications. A matrix factorization model that learns latent features is usually employed and, to imp…