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interpretable machine learning

3 papers across 2 sessions

Poster Session 1

2 papers
Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Empowering Decision Trees via Shape Function Branching
#1408 · Nakul Upadhya, Eldan Cohen

We propose utilizing flexible shape functions to route samples to different branches in decision trees.
SORTeD Rashomon Sets of Sparse Decision Trees: Anytime Enumeration
#2804 Spotlight · Elif Arslan, Jacobus van der Linden, Serge Hoogendoorn, Marco Rinaldi, Emir Demirović

Poster Session 3

1 paper
Thursday, December 4, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
MIHC: Multi-View Interpretable Hypergraph Neural Networks with Information Bottleneck for Chip Congestion Prediction
#2505 · Zeyue Zhang, Heng Ping, Peiyu Zhang, Nikos Kanakaris, Xiaoling LU, Paul Bogdan, Xiongye Xiao