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Dec. 8, 2019 Expo schedule » New in ML »

Timezone: America/Vancouver »

Indicates the beginning of a session

 Wed Dec 11, 2019

Time East Exhibition Hall B + C
10:45 AM (Posters)
Accurate Layerwise Interpretable Competence Estimation East Exhibition Hall B + C #35
Accurate Uncertainty Estimation and Decomposition in Ensemble Learning East Exhibition Hall B + C #36
Addressing Failure Prediction by Learning Model Confidence East Exhibition Hall B + C #37
Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibration East Exhibition Hall B + C #38
Calibration tests in multi-class classification: A unifying framework East Exhibition Hall B + C #39
Can you trust your model's uncertainty? Evaluating predictive uncertainty under dataset shift East Exhibition Hall B + C #40
Computing Full Conformal Prediction Set with Approximate Homotopy East Exhibition Hall B + C #41
Conformalized Quantile Regression East Exhibition Hall B + C #42
Deep Gamblers: Learning to Abstain with Portfolio Theory East Exhibition Hall B + C #43
Likelihood Ratios for Out-of-Distribution Detection East Exhibition Hall B + C #44
Modeling Uncertainty by Learning a Hierarchy of Deep Neural Connections East Exhibition Hall B + C #45
Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians East Exhibition Hall B + C #46
On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks East Exhibition Hall B + C #47
Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample Guarantees East Exhibition Hall B + C #48
Reliable training and estimation of variance networks East Exhibition Hall B + C #49
Reverse KL-Divergence Training of Prior Networks: Improved Uncertainty and Adversarial Robustness East Exhibition Hall B + C #50
Single-Model Uncertainties for Deep Learning East Exhibition Hall B + C #51
The Functional Neural Process East Exhibition Hall B + C #52
Uncertainty on Asynchronous Time Event Prediction East Exhibition Hall B + C #53
Verified Uncertainty Calibration East Exhibition Hall B + C #54