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Active Learning
Adversarial Robustness and Security
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Workshop
Mon 12:35
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
Workshop
Mon 14:40
Who Is the Strongest Enemy? Towards Optimal and Efficient Evasion Attacks in Deep RL
Yanchao Sun · Ruijie Zheng · Yongyuan Liang · Furong Huang
Workshop
Cross-Domain Imitation Learning via Optimal Transport
Arnaud Fickinger · Samuel Cohen · Stuart Russell · Brandon Amos
Poster
Tue 8:30
Offline RL Without Off-Policy Evaluation
David Brandfonbrener · Will Whitney · Rajesh Ranganath · Joan Bruna
Workshop
Who Is the Strongest Enemy? Towards Optimal and Efficient Evasion Attacks in Deep RL
Yanchao Sun · Ruijie Zheng · Yongyuan Liang · Furong Huang
Workshop
Mon 11:40
Benchmarks for Multi-objective Hyperparameter Optimization
Kevin Duh
Workshop
Mon 6:00
Regularity theory of optimal transport maps
Alessio Figalli
Workshop
Mon 3:20
Algorithmic Bias and Data Bias: Understanding the Relation between Distributionally Robust Optimization and Data Curation
Agnieszka Słowik · Leon Bottou
Poster
Tue 8:30
On UMAP's True Loss Function
Sebastian Damrich · Fred Hamprecht
Workshop
Visual Affordance-guided Policy Optimization
Oier Mees · Jessica Borja · Gabriel Kalweit · Lukas Hermann · Joschka Boedecker · Wolfram Burgard
Workshop
Policy Optimization via Optimal Policy Evaluation
Alberto Maria Metelli · Samuele Meta · Marcello Restelli
Workshop
DeepBO: Deep Neural-Network Bayesian Optimization of Polaritonic Metasurfaces in Continuous Space
Zihan Zhang · Kehang Cui · Jintao Chen
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