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direct loss minimization

6 papers

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Co-occurring keywords

structured prediction (396) perceptron-like learning (1) task loss optimization (1) phonetic alignment (10) perceptron learning (4) posterior predictive (19) inverse optimal control (15) square loss (16) generative model (2892) score function (52)

Papers

Learning Randomly Perturbed Structured Predictors for Direct Loss Minimization ICML 2021
Direct Loss Minimization for Sparse Gaussian Processes AISTATS 2021
Direct Optimization through $\arg \max$ for Discrete Variational Auto-Encoder NIPS 2019
Training Deep Neural Networks via Direct Loss Minimization ICML 2016
Direct Loss Minimization Inverse Optimal Control RSS 2015
Direct Loss Minimization for Structured Prediction NIPS 2010