, a "hot" or essential field in operations research that uses mathematical models to find the best possible solutions to complex problems
Provides probabilistic guarantees without knowing the true distribution.
NMF is the most prominent mathematical programming approach to topic modeling. Proposed by Lee and Seung (1999), it enforces non-negativity constraints, which aligns naturally with the concept of word counts and additive topic mixtures.