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probabilistic inference

2 papers across 2 sessions

Poster Session 1

1 paper
Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Reducing the Probability of Undesirable Outputs in Language Models Using Probabilistic Inference
#3407 · Stephen Zhao, Aidan Li, Rob Brekelmans, Roger Grosse

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Resolution of Simpson's paradox via the common cause principle
#2514 · Arshak Hovhannisyan, Armen Allahverdyan

The principle of the common cause reformulates Simpson's paradox, and efficiently resolves it when the cause is minimal.