121 citations · 167 across the 9 of their papers we have counts for
4 papers · 1 filter
Two-level monotonic multistage recommender systems
Ben Dai, Xiaotong Shen, Wei Pan
A recommender system learns to predict the user-specific preference or intention over many items simultaneously for all users, making personalized recommendations based on a relati…
Revealing complex optical phenomena through vectorial metrics
Chao He, Jintao Chang, Patrick S. Salter +17
Advances in vectorial polarisation-resolved imaging are bringing new capabilities to applications ranging from fundamental physics through to clinical diagnosis. Imaging polarimetr…
Significance tests of feature relevance for a black-box learner
Ben Dai, Xiaotong Shen, Wei Pan
An exciting recent development is the uptake of deep neural networks in many scientific fields, where the main objective is outcome prediction with the black-box nature. Significan…
Full Poincaré polarimetry enabled through physical inference
Chao He, Jianyu Lin, Jintao Chang +10
While polarisation sensing is vital in many areas of research, with applications spanning from microscopy to aerospace, traditional approaches are limited by method-related error a…