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Workshop
Uncertainty Quantification using Deep Ensembles for Safety-Critical Predictive Models
Oishi Deb · Emmanouil Benetos · Philip Torr
Poster
Thu 15:00 Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization
Hongzheng Yang · Cheng Chen · Yueyao CHEN · Scheppach · Hon Chi Yip · DOU QI
Expo Talk Panel
Sun 15:00 From Theory to Practice: Incorporating ML Models into Safety-Critical Systems
Lucas Garcia
Workshop
Fri 11:06 Seller-side Outcome Fairness in Online Marketplaces
Zikun Ye · Reza Yousefi Maragheh · Lalitesh Morishetti · Shanu Vashishtha · Jason Cho · Kaushiki Nag · Sushant Kumar · Kannan Achan
Workshop
The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"
Lukas Berglund · Meg Tong · Maximilian Kaufmann · Mikita Balesni · Asa Cooper Stickland · Tomasz Korbak · Owain Evans
Workshop
The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"
Lukas Berglund · Meg Tong · Maximilian Kaufmann · Mikita Balesni · Asa Cooper Stickland · Tomasz Korbak · Owain Evans
Workshop
Towards Auditing Large Language Models: Improving Text-based Stereotype Detection
Zekun Wu · Sahan Bulathwela · Adriano Koshiyama
Workshop
Hazards from Increasingly Accessible Fine-Tuning of Downloadable Foundation Models
Alan Chan · Benjamin Bucknall · Herbie Bradley · David Krueger
Workshop
On the notion of Hallucinations from the lens of Bias and Validity in Synthetic CXR Images
Gauri Bhardwaj · Yuvaraj Govindarajulu · Sundaraparipurnan Narayanan · Manojkumar Parmar
Workshop
Fri 12:50 #35: Cross-cultural differences in evaluating offensive language and the role of moral foundations
Aida Mostafazadeh Davani · Mark Díaz · Vinodkumar Prabhakaran
Workshop
Predicting the Performance of Foundation Models via Agreement-on-the-Line
Rahul Saxena · Aman Mehra · Taeyoun Kim · Christina Baek · J. Zico Kolter · Aditi Raghunathan
Workshop
Detecting Electricity Service Equity Issues with Transfer Counterfactual Learning on Large-Scale Outage Datasets
Song Wei · Xiangrui Kong · Sarah Huestis-Mitchell · Yao Xie · Shixiang Zhu · Alinson Xavier · Feng Qiu