Classification, Ranking, and Top-K Stability of Recommendation Algorithms

By Gediminas Adomavicius, Jingjing Zhang. 2016

51 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Information Systems, Management Science and Operations Research

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Lingxiao Huang
2. Nisheeth K. Vishnoi
3. Prasad Raghavendra

In Information Systems

1. Lingxiao Huang
2. Nisheeth K. Vishnoi

In Management Science and Operations Research

1. Lingxiao Huang
2. Nisheeth K. Vishnoi
3. L. Elisa Celis

Citations in the corpus

• Stable and Fair Classification (2019, background): “Stability is a crucial consideration in classification [10, 57, 12, 25], and has been investigated in several real-world applications, e.g., advice-giving agents [31, 69], recommendation systems [2, 1, 3], and judicial decision-making [66].”