2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.LG2023
Early Classifying Multimodal Sequences
Alexander Cao, Jean Utke, Diego Klabjan
Often pieces of information are received sequentially over time. When did one collect enough such pieces to classify? Trading wait time for decision certainty leads to early classi…
cs.LG2023
A Policy for Early Sequence Classification
Alexander Cao, Jean Utke, Diego Klabjan
Sequences are often not received in their entirety at once, but instead, received incrementally over time, element by element. Early predictions yielding a higher benefit, one aims…
cs.LG2023★ 2 cited
Gradient-Boosted Based Structured and Unstructured Learning
Andrea Treviño Gavito, Diego Klabjan, Jean Utke
We propose two frameworks to deal with problem settings in which both structured and unstructured data are available. Structured data problems are best solved by traditional machin…