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noise injection

2 papers across 2 sessions

Poster Session 3

1 paper
Thursday, December 4, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Variational Learning Finds Flatter Solutions at the Edge of Stability
#915 Spotlight · Avrajit Ghosh, Bai Cong, Rio Yokota, Saiprasad Ravishankar, Rongrong Wang, Molei Tao, Mohammad Emtiyaz Khan, Thomas Möllenhoff

Variational Learning Finds Flatter Solutions at the Edge of Stability

Poster Session 4

1 paper
Thursday, December 4, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Noise Injection Reveals Hidden Capabilities of Sandbagging Language Models
#1517 · Cameron Tice, Philipp Kreer, Nathan Helm-Burger, Prithviraj Shahani, Fedor Ryzhenkov, Fabien Roger, Clement Neo, Jacob Haimes, Felix Hofstätter, Teun van der Weij

We introduce a novel method leveraging noise injection as a tool to elicit the latent capabilities of sandbagging LLMs.