7 citations · 7 across the 2 of their papers we have counts for
2 papers
cs.LG2023
Can semi-supervised learning use all the data effectively? A lower bound perspective
Alexandru Ţifrea, Gizem Yüce, Amartya Sanyal +1
Prior works have shown that semi-supervised learning algorithms can leverage unlabeled data to improve over the labeled sample complexity of supervised learning (SL) algorithms. Ho…
cs.LG2021★ 7 cited
A Structured Dictionary Perspective on Implicit Neural Representations
Gizem Yüce, Guillermo Ortiz-Jiménez, Beril Besbinar +1
Implicit neural representations (INRs) have recently emerged as a promising alternative to classical discretized representations of signals. Nevertheless, despite their practical s…