conftrace_

consistency bound

8 papers

Explore in graph

Co-occurring keywords · papers mentioning both

surrogate loss (7) hypothesis set (3) excess error bound (2) bayes consistency (2) multi-class classification (2) weighted estimator (1) surrogate loss function (1) learning to defer (1) theoretical guarantee (1) excess error (1)

Papers

A Universal Growth Rate for Learning with Smooth Surrogate Losses NeurIPS 2024 Is Score Matching Suitable for Estimating Point Processes? NeurIPS 2024 Realizable H-Consistent and Bayes-Consistent Loss Functions for Learning to Defer NeurIPS 2024 Regression with Multi-Expert Deferral ICML 2024 H-Consistency Bounds: Characterization and Extensions NeurIPS 2023 Cross-Entropy Loss Functions: Theoretical Analysis and Applications ICML 2023 Structured Prediction with Stronger Consistency Guarantees NeurIPS 2023 H-Consistency Bounds for Surrogate Loss Minimizers ICML 2022