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Workshop
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Mon 13:20
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Generative Optimization Networks for Memory Efficient Data Generation
Shreshth Tuli · Shikhar Tuli · Giuliano Casale · Nicholas Jennings
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Workshop
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Visual Affordance-guided Policy Optimization
Oier Mees · Jessica Borja · Gabriel Kalweit · Lukas Hermann · Joschka Boedecker · Wolfram Burgard
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Workshop
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Mon 3:20
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Algorithmic Bias and Data Bias: Understanding the Relation between Distributionally Robust Optimization and Data Curation
Agnieszka Słowik · Leon Bottou
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Workshop
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Mon 11:40
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Benchmarks for Multi-objective Hyperparameter Optimization
Kevin Duh
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Workshop
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Who Is the Strongest Enemy? Towards Optimal and Efficient Evasion Attacks in Deep RL
Yanchao Sun · Ruijie Zheng · Yongyuan Liang · Furong Huang
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Workshop
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Mon 14:40
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Who Is the Strongest Enemy? Towards Optimal and Efficient Evasion Attacks in Deep RL
Yanchao Sun · Ruijie Zheng · Yongyuan Liang · Furong Huang
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Workshop
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Mon 12:35
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Session 3 | Invited talk: Surya Ganguli, "From the geometry of high dimensional energy landscapes to optimal annealing in a dissipative many body quantum optimizer"
Surya Ganguli · Atilim Gunes Baydin
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Datasets and Benchmarks
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MIND dataset for diet planning and dietary healthcare with machine learning: Dataset creation using combinatorial optimization and controllable generation with domain experts
Changhun Lee · Soohyeok Kim · Sehwa Jeong · Chiehyeon Lim · Jayun Kim · Yeji Kim · Minyoung Jung
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Poster
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Fri 8:30
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Solving Graph-based Public Goods Games with Tree Search and Imitation Learning
Victor-Alexandru Darvariu · Stephen Hailes · Mirco Musolesi
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Poster
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Fri 8:30
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Dynamic Causal Bayesian Optimization
Virginia Aglietti · Neil Dhir · Javier González · Theodoros Damoulas
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Poster
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Tue 8:30
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Calibration and Consistency of Adversarial Surrogate Losses
Pranjal Awasthi · Natalie Frank · Anqi Mao · Mehryar Mohri · Yutao Zhong
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