Combinatorial Topic Models using Small-Variance Asymptotics

Ke Jiang, Suvrit Sra, Brian Kulis

Topic models have emerged as fundamental tools in unsupervised machine learning. Most modern topic modeling algorithms take a probabilistic view and derive inference algorithms bas…