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31 Results
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Workshop
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Data pruning and neural scaling laws: fundamental limitations of score-based algorithms Fadhel Ayed · Soufiane Hayou |
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Workshop
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Adversarial Robustness Limits via Scaling-Law and Human-Alignment Studies Brian Bartoldson · James Diffenderfer · Konstantinos Parasyris · Bhavya Kailkhura |
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Poster
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Tue 2:30 |
Adversarial Robustness Limits via Scaling-Law and Human-Alignment Studies Brian Bartoldson · James Diffenderfer · Konstantinos Parasyris · Bhavya Kailkhura |
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Workshop
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Adversarial Robustness Limits via Scaling-Law and Human-Alignment Studies Brian Bartoldson · James Diffenderfer · Konstantinos Parasyris · Bhavya Kailkhura |
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Poster
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Thu 2:30 |
A Dynamical Model of Neural Scaling Laws Blake Bordelon · Alexander Atanasov · Cengiz Pehlevan |
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Workshop
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AstroPT: Scaling Large Observation Models for Astronomy Michael J. Smith · Ryan Roberts · Eirini Angeloudi · Marc Huertas-Company |
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Workshop
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A Differentiable Approach to Multi-scale Brain Modeling Chaoming Wang · Muyang Lyu · Tianqiu Zhang · Sichao He · Si Wu |
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Workshop
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LLMs learn governing principles of dynamical systems, revealing an in-context neural scaling law Toni J.B. Liu · Nicolas Boulle · Raphaël Sarfati · Christopher Earls |
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Workshop
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Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations Alexander Hägele · Elie Bakouch · Atli Kosson · Loubna Ben allal · Leandro Von Werra · Martin Jaggi |
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Workshop
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Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations Alexander Hägele · Elie Bakouch · Atli Kosson · Loubna Ben allal · Leandro Von Werra · Martin Jaggi |
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Poster
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Tue 4:30 |
Scaling Laws for the Value of Individual Data Points in Machine Learning Ian Covert · Wenlong Ji · Tatsunori Hashimoto · James Zou |
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Workshop
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The Scaling Law in Astronomical Time Series Data Jiashu Pan · Yuan-Sen Ting · Jie Yu · Yang Huang · Ji-Feng Liu |