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Evaluating Lottery Tickets Under Distributional Shifts

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Figure

Figure 1: Jenson-Shannon Divergence scores on sub-word unigram distributions for each domain pair(Di, Di′).Domains include Books (B), Electronics(E), Movies (M), CDs (C), and Home (H)
Figure 2: Visualization of the subnetwork transfer pro-cess. Purple denotes elements from the source domain,while blue denotes elements from the target domain.Tickets are composed of two elements: (1) the sparsi-fied mask (mi) and (2) the initial parameter
Figure 3: Results obtaining lottery tickets on the Books, Movies, Electronics, CDs, and Home categories of theAmazon Reviews dataset (McAuley and Leskovec, 2013)
Figure 4: Results transferring lottery tickets on nine transfer tasks constructed from the five categories of theAmazon Reviews dataset (McAuley and Leskovec, 2013)

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