survival analysis

Effective Ways to Build and Evaluate Individual Survival Distributions JMLR 2020 Functional Martingale Residual Process for High-Dimensional Cox Regression with Model Averaging JMLR 2020 Kernelized Stein Discrepancy Tests of Goodness-of-fit for Time-to-Event Data ICML 2020 Neural Conditional Event Time Models MLHC 2020 Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis ACML 2020 scikit-survival: A Library for Time-to-Event Analysis Built on Top of scikit-learn JMLR 2020 Spot The Bot: A Robust and Efficient Framework for the Evaluation of Conversational Dialogue Systems EMNLP 2020 X-CAL: Explicit Calibration for Survival Analysis NeurIPS 2020 A Calibration Metric for Risk Scores with Survival Data MLHC 2019 A maximum-mean-discrepancy goodness-of-fit test for censored data AISTATS 2019 A Multitask Multiple Kernel Learning Algorithm for Survival Analysis with Application to Cancer Biology ICML 2019 Analyzing Verbal and Nonverbal Features for Predicting Group Performance Interspeech 2019 Boosting Transfer Learning with Survival Data from Heterogeneous Domains AISTATS 2019 Countdown Regression: Sharp and Calibrated Survival Predictions UAI 2019 Deep Recurrent Survival Analysis AAAI 2019 Estimating the Days to Success of Campaigns in Crowdfunding: A Deep Survival Perspective AAAI 2019 Multiplicative local linear hazard estimation and best one-sided cross-validation JMLR 2019 Nearest Neighbor and Kernel Survival Analysis: Nonasymptotic Error Bounds and Strong Consistency Rates ICML 2019 Predicting Urban Dispersal Events: A Two-Stage Framework through Deep Survival Analysis on Mobility Data AAAI 2019 SAFE: A Neural Survival Analysis Model for Fraud Early Detection AAAI 2019 Simultaneous Prediction Intervals for Patient-Specific Survival Curves IJCAI 2019 Temporal Quilting for Survival Analysis AISTATS 2019 Time-to-Event Prediction with Neural Networks and Cox Regression JMLR 2019 Transforming Underwriting in the Life Insurance Industry AAAI 2019 Adversarial Time-to-Event Modeling ICML 2018