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structured output prediction

20 papers

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Co-occurring keywords

multi-label classification (1009) structured output (48) structured prediction (396) semi-supervised learning (2341) learning theory (519) metal binding sites (1) protein sequence analysis (2) ligand prediction (1) auc optimization (28) maximum margin (31)

Papers

An Integer Linear Programming Framework for Mining Constraints from Data ICML 2021
Fine-grained Generalization Analysis of Structured Output Prediction IJCAI 2021
Deep Latent Generative Models for Energy Disaggregation AAAI 2019
Learning to Speed Up Structured Output Prediction ICML 2018
Supervised Clustering of Questions into Intents for Dialog System Applications EMNLP 2018
Cold-Start Reinforcement Learning with Softmax Policy Gradient NIPS 2017
Input Output Kernel Regression: Supervised and Semi-Supervised Structured Output Prediction with Operator-Valued Kernels JMLR 2016
Embedding Inference for Structured Multilabel Prediction NIPS 2015
Algorithms for the Hard Pre-Image Problem of String Kernels and the General Problem of String Prediction ICML 2015
Learning Distributed Representations for Structured Output Prediction NIPS 2014
Learning Structured Models with the AUC Loss and Its Generalizations AISTATS 2014
On the Bayes-Optimality of F-Measure Maximizers JMLR 2014
Risk Bounds and Learning Algorithms for the Regression Approach to Structured Output Prediction ICML 2013
Discriminatively Activated Sparselets ICML 2013
Transductive Learning of Structural SVMs via Prior Knowledge Constraints AISTATS 2012
Multiple Choice Learning: Learning to Produce Multiple Structured Outputs NIPS 2012
Hierarchical Multitask Structured Output Learning for Large-scale Sequence Segmentation NIPS 2011
An Exact Algorithm for F-Measure Maximization NIPS 2011
Magic Moments for Structured Output Prediction JMLR 2008
Predicting the Geometry of Metal Binding Sites from Protein Sequence NIPS 2008