3 citations · 3 across the 2 of their papers we have counts for
3 papers
cs.LG2026
RelShap: Relationally Consistent Shapley Explanations
Seungeun Lee, Joao Fonseca, Julia Stoyanovich
Machine learning pipelines commonly flatten relational data into single-table representations, discarding structural constraints. Widely used Shapley value-based feature attributio…
cs.LG2024
Table2Image: Lightweight Tabular Learning with Generated Proxy Representations and Reliability Diagnostics
Seungeun Lee, Kihwan Lee, Subin Bae +5
Deep tabular models should ideally balance predictive performance, parameter efficiency, and robustness to imperfect learning signals---properties that are rarely considered jointl…
cs.SD2024★ 3 cited
Experimental Study: Enhancing Voice Spoofing Detection Models with wav2vec 2.0
Taein Kang, Soyul Han, Sunmook Choi +5
Conventional spoofing detection systems have heavily relied on the use of handcrafted features derived from speech data. However, a notable shift has recently emerged towards the d…