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Workshop
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Can Neural Networks Achieve Optimal Computational-statistical Tradeoff? An Analysis on Single-Index Model
Siyu Chen · Beining Wu · Miao Lu · Zhuoran Yang · Tianhao Wang
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Workshop
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Sat 11:00
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Can Neural Networks Achieve Optimal Computational-statistical Tradeoff? An Analysis on Single-Index Model
Siyu Chen · Beining Wu · Miao Lu · Zhuoran Yang · Tianhao Wang
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Poster
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Wed 11:00
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Statistical-Computational Trade-offs for Density Estimation
Anders Aamand · Alexandr Andoni · Justin Chen · Piotr Indyk · Shyam Narayanan · Sandeep Silwal · Haike Xu
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Workshop
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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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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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Sat 12:00
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A Statistical Approach to Quantifying LLM Human Alignment
Harbin Hong · Liu Leqi · Sebastian Caldas
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Workshop
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A Theory of Initialisation's Impact on Specialisation
Devon Jarvis · Sebastian Lee · Clémentine Dominé · Andrew Saxe · Stefano Sarao Mannelli
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Workshop
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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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Poster
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Wed 16:30
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Regularized Adaptive Momentum Dual Averaging with an Efficient Inexact Subproblem Solver for Training Structured Neural Network
Zih-Syuan Huang · Ching-pei Lee
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Poster
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Thu 16:30
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Bandit-Feedback Online Multiclass Classification: Variants and Tradeoffs
Yuval Filmus · Steve Hanneke · Idan Mehalel · Shay Moran
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Poster
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Wed 16:30
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Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem
Mathieu Even · Luca Ganassali · Jakob Maier · Laurent Massoulié
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