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Website for the Smooth Games Optimization and Machine Learning Workshop (NeurIPS2018)
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GauthierGidel (Github)
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2025-12-22 19:25:43
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Smooth Games Optimization and Machine Learning Workshop: Bridging Game Theory and Deep Learning SGO&ML Workshop Menu Call for Contributions Invited Speakers Schedule Papers Organizers SGO-Workshop 2018 Smooth Games Optimization and Machine Learning Workshop: Bridging Game Theory and Deep Learning NEWS: Find videos of each talk in the schedule! Dec 14th, NeurIPS2019 , Vancouver, Overview Advances in generative modeling and adversarial learning have given rise to renewed interest in differentiable two-players games, with much of the attention falling on generative adversarial networks (GANs). Solving these games introduces distinct challenges compared to the standard minimization tasks that the machine learning (ML) community is used to. A symptom of this issue is ML and deep learning (DL) practitioners using optimization tools on game-theoretic problems. Recent work seeks to rectify this situation by bringing game theoretic tools into ML...
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