sentence1: in this paper , first , we introduce a new amortized inference algorithm called the margin-based amortized inference , which uses the notion of structured margin to identify inference problems .
sentence2: in this paper , we focus on an inference technique called amortized inference ( cite-p-13-3-0 ) , where previous solutions to inference problems are used to speed up new instances .