Trust Regions for Explanations via Black-Box Probabilistic CertificationAmit DhurandharSwagatam Haldaret al.2024ICML 2024
Learning Optimal Projection for Forecast Reconciliation of Hierarchical Time SeriesAsterios TsiourvasWei Sunet al.2024ICML 2024
Quantum Theory and Application of Contextual Optimal TransportNicola MariellaAlbert Akhrievet al.2024ICML 2024
Asymmetry in Low-Rank Adapters of Foundation ModelsJiacheng ZhuKristjan Greenewaldet al.2024ICML 2024
Thermometer: Towards Universal Calibration for Large Language ModelsMaohao ShenSubhro Daset al.2024ICML 2024
How Do Nonlinear Transformers Learn and Generalize in In-Context Learning?Hongkang LiMeng Wenget al.2024ICML 2024
Representing Molecules as Random Walks Over Interpretable GrammarsMichael SunMinghao Guoet al.2024ICML 2024
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-ExpertsMohammed Nowaz Rabbani ChowdhuryMeng Wanget al.2024ICML 2024