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Poster
Wed 16:30 Loss Landscape Characterization of Neural Networks without Over-Parametrization
Rustem Islamov · Niccolò Ajroldi · Antonio Orvieto · Aurelien Lucchi
Workshop
Sat 15:30 Visualizing Loss Functions as Topological Landscape Profiles
Michael Mahoney
Poster
Efficient Sketches for Training Data Attribution and Studying the Loss Landscape
Andrea Schioppa
Workshop
Variational Loss Landscapes for Periodic Orbits
Leo Yao · Ziming Liu · Max Tegmark
Workshop
Sun 16:30 Evaluating Loss Landscapes from a Topology Perspective
Tiankai Xie · Caleb Geniesse · Jiaqing Chen · Yaoqing Yang · Dmitriy Morozov · Michael Mahoney · Ross Maciejewski · Gunther Weber
Workshop
Visualizing Loss Functions as Topological Landscape Profiles
Caleb Geniesse · Jiaqing Chen · Tiankai Xie · Ge Shi · Yaoqing Yang · Dmitriy Morozov · Talita Perciano · Michael Mahoney · Ross Maciejewski · Gunther Weber
Poster
Wed 16:30 Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes
Xiaomeng Hu · Pin-Yu Chen · Tsung-Yi Ho
Workshop
Flat-LoRA: Low-Rank Adaption over a Flat Loss Landscape
Tao Li · Zhengbao He · Yujun Li · Yasheng Wang · Lifeng Shang · Xiaolin Huang