5 citations · 7 across the 5 of their papers we have counts for
3 papers · 1 filter
Guideline2Graph: Profile-Aware Multimodal Parsing for Executable Clinical Decision Graphs
Onur Selim Kilic, Yeti Z. Gurbuz, Cem O. Yaldiz +4
Clinical practice guidelines are long, multimodal documents whose branching recommendations are difficult to convert into executable clinical decision support (CDS), and one-shot p…
Deep Metric Learning with Chance Constraints
Yeti Z. Gurbuz, Ogul Can, A. Aydin Alatan
Deep metric learning (DML) aims to minimize empirical expected loss of the pairwise intra-/inter- class proximity violations in the embedding space. We relate DML to feasibility pr…
Deep Metric Learning with Alternating Projections onto Feasible Sets
Oğul Can, Yeti Ziya Gürbüz, A. Aydın Alatan
During the training of networks for distance metric learning, minimizers of the typical loss functions can be considered as "feasible points" satisfying a set of constraints impose…