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Competition
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Tue 10:44
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Breakout: Shifts Challenge: Robustness and Uncertainty under Real-World Distributional Shift
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Workshop
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Robust On-Policy Data Collection for Data-Efficient Policy Evaluation
Rujie Zhong · Josiah Hanna · Lukas Schäfer · Stefano Albrecht
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Workshop
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Interactive Robust Policy Optimization for Multi-Agent Reinforcement Learning
Videh Nema · Balaraman Ravindran
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Workshop
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Improving Robustness of Malware Classifiers using Adversarial Strings Generated from Perturbed Latent Representations
Marek Galovic · Branislav Bosansky · Viliam Lisy
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Workshop
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Robust Algorithmic Collusion
Nicolas Eschenbaum · Philipp Zahn
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Workshop
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Mon 9:00
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Combining Different V1 Brain Model Variants to Improve Robustness to Image Corruptions in CNNs
Avinash Baidya · Joel Dapello · James J DiCarlo · Tiago Marques
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Workshop
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Uncertainty Baselines: Benchmarks for Uncertainty & Robustness in Deep Learning
Zachary Nado · Neil Band · Mark Collier · Josip Djolonga · Mike Dusenberry · Sebastian Farquhar · Qixuan Feng · Angelos Filos · Marton Havasi · Rodolphe Jenatton · Ghassen Jerfel · Jeremiah Liu · Zelda Mariet · Jeremy Nixon · Shreyas Padhy · Jie Ren · Tim G. J. Rudner · Yeming Wen · Florian Wenzel · Kevin Murphy · D. Sculley · Balaji Lakshminarayanan · Jasper Snoek · Yarin Gal · Dustin Tran
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Workshop
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Evaluating Predictive Uncertainty and Robustness to Distributional Shift Using Real World Data
Kumud Lakara · Akshat Bhandari · Pratinav Seth · Ujjwal Verma
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Workshop
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Tue 6:37
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[IT2] Explainability and robustness: Towards trustworthy AI
Andreas Holzinger
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Affinity Workshop
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Modeling complex prosocial behavior: Robustness and neuroethics in translational rodent experiments
Gordon Dash
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Workshop
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Mon 13:15
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Dominguez Olmedo, Karimi, Schölkopf - On the Adversarial Robustness of Causal Algorithmic Recourse
Ricardo Dominguez-Olmedo · Amir Karimi · Bernhard Schölkopf
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Workshop
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Tue 5:59
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8:30-9:00 EST Steve Frank - The evolutionary paradox of robustness, genome overwiring, and analogies with deep learning
Steven Frank
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