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22 Results

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Poster
Tue 4:30 Towards Understanding the Word Sensitivity of Attention Layers: A Study via Random Features
Simone Bombari · Marco Mondelli
Workshop
Uncertainty-Aware Fair Regularization Under Datasets With Incomplete Sensitive Information
Andreas Athanasopoulos · Christos Dimitrakakis
Poster
Thu 2:30 Generalization Bounds for Causal Regression: Insights, Guarantees and Sensitivity Analysis
Daniel Csillag · Claudio Struchiner · Guilherme Goedert
Poster
Wed 2:30 Boosting Offline Optimizers with Surrogate Sensitivity
Cuong Dao · Phi Le Nguyen · Thao Nguyen Truong · Nghia Hoang
Poster
Tue 2:30 Fine-grained Local Sensitivity Analysis of Standard Dot-Product Self-Attention
Aaron Havens · Alexandre Araujo · Huan Zhang · Bin Hu
Poster
Tue 2:30 Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond
Kyriakos Axiotis · Vincent Cohen-Addad · Monika Henzinger · Sammy Jerome · Vahab Mirrokni · David Saulpic · David Woodruff · Michael Wunder
Poster
Tue 2:30 Optimal bounds for p sensitivity sampling via 2 augmentation
Alexander Munteanu · Simon Omlor
Poster
Wed 2:30 Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity
Xudong Li · Timin Gao · Runze Hu · Yan Zhang · Shengchuan Zhang · Xiawu Zheng · Jingyuan Zheng · Yunhang Shen · Ke Li · Yutao Liu · Pingyang Dai · Rongrong Ji
Poster
Thu 4:30 Integrating Global Context Contrast and Local Sensitivity for Blind Image Quality Assessment
Xudong Li · Runze Hu · Jingyuan Zheng · Yan Zhang · Shengchuan Zhang · Xiawu Zheng · Ke Li · Yunhang Shen · Yutao Liu · Pingyang Dai · Rongrong Ji
Workshop
LLM Task Interference: Impact of Task-Switch in Conversational History
Akash Gupta · Ivaxi Sheth · Vyas Raina · Mark Gales · Mario Fritz