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8 Results
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Poster
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Wed 11:00 |
A two-scale Complexity Measure for Deep Learning Models Massimiliano Datres · Gian Leonardi · Alessio Figalli · David Sutter |
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Poster
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Adjust Pearson's to Measure Arbitrary Monotone Dependence Xinbo Ai |
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Workshop
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Sat 15:45 |
Obtaining Conformal Prediction-like guarantees by standard concentration: an observation Emmanouil Seferis |
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Poster
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Fri 11:00 |
On the Limitations of Fractal Dimension as a Measure of Generalization Charlie Tan · Inés García-Redondo · Qiquan Wang · Michael Bronstein · Anthea Monod |
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Workshop
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A Formal Framework for Assessing and Mitigating Emergent Security Risks in Generative AI Models: Bridging Theory and Dynamic Risk Mitigation aviral srivastava · Sourav Panda |
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Workshop
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Sat 15:45 |
A shared standard for valid measurement of generative AI systems' capabilities, risks, and impacts Alexandra Chouldechova · Chad Atalla · Solon Barocas · A. Feder Cooper · Emily Corvi · Alex Dow · Jean Garcia-Gathright · Nicholas Pangakis · Stefanie Reed · Emily Sheng · Dan Vann · Matthew Vogel · Hannah Washington · Hanna Wallach |
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Workshop
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Sat 15:45 |
Evaluating Generative AI Systems is a Social Science Measurement Challenge Hanna Wallach · Meera Desai · Nicholas Pangakis · A. Feder Cooper · Angelina Wang · Solon Barocas · Alexandra Chouldechova · Chad Atalla · Su Lin Blodgett · Emily Corvi · Alex Dow · Jean Garcia-Gathright · Alexandra Olteanu · Stefanie Reed · Emily Sheng · Dan Vann · Jennifer Wortman Vaughan · Matthew Vogel · Hannah Washington · Abigail Jacobs |
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Workshop
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Evaluating Generative AI Systems is a Social Science Measurement Challenge Hanna Wallach · Meera Desai · Nicholas Pangakis · A. Feder Cooper · Angelina Wang · Solon Barocas · Alexandra Chouldechova · Chad Atalla · Su Lin Blodgett · Emily Corvi · Alex Dow · Jean Garcia-Gathright · Alexandra Olteanu · Stefanie Reed · Emily Sheng · Dan Vann · Jennifer Wortman Vaughan · Matthew Vogel · Hannah Washington · Abigail Jacobs |