293 citations · 1.5k across the 77 of their papers we have counts for
5 papers · 1 filter
Towards Interpretable R-CNN by Unfolding Latent Structures
Tianfu Wu, Wei Sun, Xilai Li +2
This paper first proposes a method of formulating model interpretability in visual understanding tasks based on the idea of unfolding latent structures. It then presents a case stu…
Causally Regularized Learning with Agnostic Data Selection Bias
Zheyan Shen, Peng Cui, Kun Kuang +2
Most of previous machine learning algorithms are proposed based on the i.i.d. hypothesis. However, this ideal assumption is often violated in real applications, where selection bia…
Efficient Approximations for the Online Dispersion Problem
Jing Chen, Bo Li, Yingkai Li
The dispersion problem has been widely studied in computational geometry and facility location, and is closely related to the packing problem. The goal is to locate n points (e.g.,…
The Origin of Solar Filament Plasma Inferred from in situ Observations of Elemental Abundances
Hongqiang Song, Yao Chen, Bo Li +6
Solar filaments/prominences are one of the most common features in the corona, which may lead to energetic coronal mass ejections (CMEs) and flares when they erupt. Filaments are a…
Information Elicitation for Bayesian Auctions
Jing Chen, Bo Li, Yingkai Li
In this paper we design information elicitation mechanisms for Bayesian auctions. While in Bayesian mechanism design the distributions of the players' private types are often assum…