Scalable Joint Models for Reliable Uncertainty-Aware Event Prediction

16 August 2017

Papers citing "Scalable Joint Models for Reliable Uncertainty-Aware Event Prediction"

15 / 15 papers shown

Title
A Survey on Event Prediction Methods from a Systems Perspective: Bringing Together Disparate Research Areas Janik-Vasily Benzin Stefanie Rinderle-Ma AI4TS 94 2 0 08 Feb 2023
When can I Speak? Predicting initiation points for spoken dialogue agents Siyan Li Ashwin Paranjape Christopher D. Manning 61 6 0 07 Aug 2022
A Survey on Principles, Models and Methods for Learning from Irregularly Sampled Time Series Satya Narayan Shukla Benjamin M. Marlin AI4TS 47 45 0 30 Nov 2020
Multi-output Gaussian Process Modulated Poisson Processes for Event Prediction Salman Jahani Shiyu Zhou D. Veeramani Jeff Schmidt 63 11 0 06 Nov 2020
The Renyi Gaussian Process: Towards Improved Generalization Xubo Yue Raed Al Kontar 129 3 0 15 Oct 2019
Machine Learning and Visualization in Clinical Decision Support: Current State and Future Directions Gal Levy-Fix G. Kuperman Noémie Elhadad 51 12 0 06 Jun 2019
GRU-ODE-Bayes: Continuous modeling of sporadically-observed time series E. Brouwer Jaak Simm Adam Arany Yves Moreau SyDa CML AI4TS 106 302 0 29 May 2019
Variational Inference of Joint Models using Multivariate Gaussian Convolution Processes Xubo Yue Raed Al Kontar 85 17 0 09 Mar 2019
Dynamic Measurement Scheduling for Event Forecasting using Deep RL C. Chang Mingjie Mai Anna Goldenberg OffRL 78 19 0 24 Jan 2019
Can You Trust This Prediction? Auditing Pointwise Reliability After Learning Peter F. Schulam Suchi Saria OOD 101 104 0 02 Jan 2019
Deep Ensemble Tensor Factorization for Longitudinal Patient Trajectories Classification E. Brouwer Jaak Simm Adam Arany Yves Moreau 78 6 0 26 Nov 2018
Counterfactual Normalization: Proactively Addressing Dataset Shift and Improving Reliability Using Causal Mechanisms Adarsh Subbaswamy Suchi Saria OOD 54 25 0 09 Aug 2018
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 475 5,177 0 19 Jun 2018
Heterogeneous Multi-output Gaussian Process Prediction P. Moreno-Muñoz Antonio Artés-Rodríguez Mauricio A. Alvarez 59 72 0 19 May 2018
Disease-Atlas: Navigating Disease Trajectories with Deep Learning Bryan Lim M. Schaar 63 33 0 27 Mar 2018