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Week 14 – Lecture: Structured prediction with energy based models
The Imitation Learning View of Structured Prediction
How Hard Is Inference for Structured Prediction
A Reduction of Imitation Learning and Structured Prediction to No Regret Online Learning
Using Python for Structured Prediction; SciPy 2013 Presentation
Structured Prediction with Indirect Supervision
NIPS 2016 - Spotlight: A Consistent Regularization Approach for Structured Prediction
Nazim Bouatta | Machine learning for protein structure prediction, Part 1: Algorithm space
Scott Yang: A Theoretical Framework for Structured Prediction using Factor Graph Complexity
Nazim Bouatta | Machine learning for protein structure prediction, Part 2: AlphaFold2 architecture
CMU Neural Nets for NLP 2018 (13): Structured Prediction Basics
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Last Updated: September 29, 2026
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... them as independent so if we're going to do a good job of doing machine Course website: bit.ly/pDL-home Playlist: bit.ly/pDL-YouTube Speaker: Yann LeCun Week 14: bit.ly/pDL-en-14 ... Hal Daume, University of Maryland at College Park Computational Challenges in Machine Tim Roughgarden, Stanford University simons.berkeley.edu/talks/tim-roughgarden-2016-11-18 Authors: Zinkov, Rob Track: Machine Published in NIPS 2016 - arxiv.org/abs/1605.07588 ... Talk at the NIPS Workshop on Multi-class and Multi-label
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