Slicing Mutual Information Generalization Bounds for Neural Networks
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- 2024
- ICML 2024
Conference paper
Publications
54 results at ICML 2024
Trust Regions for Explanations via Black-Box Probabilistic Certification
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- et al.
- 2024
- ICML 2024
Conference paperLearning Optimal Projection for Forecast Reconciliation of Hierarchical Time Series
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- 2024
- ICML 2024
Conference paperRisk Aware Benchmarking of Large Language Models
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- 2024
- ICML 2024
Conference paperDecomposing Uncertainty for Large Language Models through Input Clarification Ensembling
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- 2024
- ICML 2024
Conference paperHow Do Nonlinear Transformers Learn and Generalize in In-Context Learning?
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- Meng Weng
- et al.
- 2024
- ICML 2024
Conference paperRepresenting Molecules as Random Walks Over Interpretable Grammars
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- et al.
- 2024
- ICML 2024
Conference paperA Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts
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- Meng Wang
- et al.
- 2024
- ICML 2024
Conference paperDistributed Bilevel Optimization with Communication Compression
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- Jie Hu
- et al.
- 2024
- ICML 2024
Conference paperBoundary Exploration for Bayesian Optimization With Unknown Physical Constraints
- Yunsheng Tian
- Ane Zuniga
- et al.
- 2024
- ICML 2024
Conference paper