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10 Results
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Workshop
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The Use of Non-epistemic Values to Account for Bias in Automated Decision Making Jesse Hoey · Gabrielle Chan · Mathieu Doucet · Christopher Risi · Freya Zhang |
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Poster
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Tue 14:00 |
Planning to the Information Horizon of BAMDPs via Epistemic State Abstraction Dilip Arumugam · Satinder Singh |
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Poster
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Wed 9:00 |
On the Epistemic Limits of Personalized Prediction Lucas Monteiro Paes · Carol Long · Berk Ustun · Flavio Calmon |
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Poster
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Wed 9:00 |
Implications of Model Indeterminacy for Explanations of Automated Decisions Marc-Etienne Brunet · Ashton Anderson · Richard Zemel |
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Poster
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Wed 14:00 |
Pitfalls of Epistemic Uncertainty Quantification through Loss Minimisation Viktor Bengs · Eyke Hüllermeier · Willem Waegeman |
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Workshop
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Formal Controller Synthesis for Stochastic Dynamical Models with Epistemic Uncertainty Thom Badings · Licio Romao · Alessandro Abate · Nils Jansen |
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Workshop
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Formal Controller Synthesis for Stochastic Dynamical Models with Epistemic Uncertainty Thom Badings · Licio Romao · Alessandro Abate · Nils Jansen |
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Workshop
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Epistemic Side Effects & Avoiding Them (Sometimes) Toryn Klassen · Parand Alizadeh Alamdari · Sheila McIlraith |
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Poster
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Wed 9:00 |
Forecasting Future World Events With Neural Networks Andy Zou · Tristan Xiao · Ryan Jia · Joe Kwon · Mantas Mazeika · Richard Li · Dawn Song · Jacob Steinhardt · Owain Evans · Dan Hendrycks |
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Workshop
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Generative Posterior Networks for Approximately Bayesian Epistemic Uncertainty Estimation Melrose Roderick · Felix Berkenkamp · Fatemeh Sheikholeslami · J. Zico Kolter |