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Poster
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Thu 11:00
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Mission Impossible: A Statistical Perspective on Jailbreaking LLMs
Jingtong Su · Julia Kempe · Karen Ullrich
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Poster
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Thu 11:00
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Statistical Multicriteria Benchmarking via the GSD-Front
Christoph Jansen · Georg Schollmeyer · Julian Rodemann · Hannah Blocher · Thomas Augustin
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Poster
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Thu 11:00
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On the Robustness of Spectral Algorithms for Semirandom Stochastic Block Models
Aditya Bhaskara · Agastya Jha · Michael Kapralov · Naren Manoj · Davide Mazzali · Weronika Wrzos-Kaminska
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Poster
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Wed 16:30
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Small coresets via negative dependence: DPPs, linear statistics, and concentration
Rémi Bardenet · Subhroshekhar Ghosh · Hugo Simon-Onfroy · Hoang Son Tran
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Poster
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Fri 11:00
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Toward Conditional Distribution Calibration in Survival Prediction
Shi-ang Qi · Yakun Yu · Russell Greiner
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Poster
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Fri 16:30
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Shuffling Gradient-Based Methods for Nonconvex-Concave Minimax Optimization
Quoc Tran Dinh · Trang H. Tran · Lam Nguyen
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Poster
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Wed 11:00
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Treatment of Statistical Estimation Problems in Randomized Smoothing for Adversarial Robustness
Vaclav Voracek
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Poster
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Fri 16:30
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The Evolution of Statistical Induction Heads: In-Context Learning Markov Chains
Ezra Edelman · Nikolaos Tsilivis · Benjamin Edelman · Eran Malach · Surbhi Goel
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Poster
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Wed 11:00
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Distributed Least Squares in Small Space via Sketching and Bias Reduction
Sachin Garg · Kevin Tan · Michal Derezinski
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Poster
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Wed 11:00
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Breaking the curse of dimensionality in structured density estimation
Robert A. Vandermeulen · Wai Ming Tai · Bryon Aragam
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Poster
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Fri 11:00
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Contrastive dimension reduction: when and how?
Sam Hawke · YueEn Ma · Didong Li
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Poster
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Thu 11:00
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Bias and Volatility: A Statistical Framework for Evaluating Large Language Model's Stereotypes and the Associated Generation Inconsistency
Yiran Liu · Ke Yang · Zehan Qi · Xiao Liu · Yang Yu · Cheng Xiang Zhai
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