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Poster
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Wed 16:30
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Controlled maximal variability along with reliable performance in recurrent neural networks
Chiara Mastrogiuseppe · Ruben Moreno Bote
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Poster
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Thu 16:30
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The Reliability of OKRidge Method in Solving Sparse Ridge Regression Problems
Xiyuan Li · Youjun Wang · Weiwei Liu
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Poster
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Fri 16:30
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Reliable Learning of Halfspaces under Gaussian Marginals
Ilias Diakonikolas · Lisheng Ren · Nikos Zarifis
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Poster
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Thu 11:00
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MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical Reasoning
Stella Li · Vidhisha Balachandran · Shangbin Feng · Jonathan Ilgen · Emma Pierson · Pang Wei Koh · Yulia Tsvetkov
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Workshop
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Chain-of-Imagination for Reliable Instruction Following in Decision Making
Enshen Zhou · Yiran Qin · Zhenfei (Jeremy) Yin · Yuzhou Huang · Ruimao Zhang · Lu Sheng · Yu Qiao · Jing Shao
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Workshop
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Sun 16:30
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Measuring the Reliability of Causal Probing Methods: Tradeoffs, Limitations, and the Plight of Nullifying Interventions
Marc Canby · Adam Davies · Chirag Rastogi · Julia C Hockenmaier
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Workshop
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Large Language Model Benchmarks Do Not Test Reliability
Joshua Vendrow · Edward Vendrow · Sara Beery · Aleksander Madry
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Workshop
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GenAI Evaluation Maturity Framework (GEMF) to assess and improve GenAI Evaluations
Yilin Zhang · Frank J. Kanayet
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Workshop
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Reliability in AI-Assisted Critical Care: Assessing Large Language Model Robustness and Instruction Following for Cardiac Arrest Identification
Ugurcan Vurgun · Sy Hwang · Danielle Mowery
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Workshop
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Sat 15:45
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A Framework for Evaluating LLMs Under Task Indeterminacy
Luke Guerdan · Hanna Wallach · Solon Barocas · Alexandra Chouldechova
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Workshop
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A Framework for Evaluating LLMs Under Task Indeterminacy
Luke Guerdan · Hanna Wallach · Solon Barocas · Alexandra Chouldechova
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Workshop
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MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical foundation models
Mohammad Shahab Sepehri · Zalan Fabian · Maryam Soltanolkotabi · Mahdi Soltanolkotabi
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