conftrace_

survival analysis

128 papers

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Co-occurring keywords

censored datum (23) neural network (6616) causal inference (1630) competing risk (10) deep learning (2118) concordance index (7) whole slide image (120) hazard function (10) risk prediction (55) cox regression (6)

Papers

SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data NIPS 2021
The structure of online social networks modulates the rate of lexical change NAACL 2021
EPIC-Survival: End-to-end Part Inferred Clustering for Survival Analysis, with Prognostic Stratification Boosting MIDL 2021
DAGSurv: Directed Ayclic Graph Based Survival Analysis Using Deep Neural Networks ACML 2021
scikit-survival: A Library for Time-to-Event Analysis Built on Top of scikit-learn JMLR 2020
BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates ICML 2020
Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis ACML 2020
Censored Quantile Regression Forest AISTATS 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 NIPS 2020
Kernelized Stein Discrepancy Tests of Goodness-of-fit for Time-to-Event Data ICML 2020
Neural Conditional Event Time Models MLHC 2020
Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals MLHC 2020
Functional Martingale Residual Process for High-Dimensional Cox Regression with Model Averaging JMLR 2020
A Causally Formulated Hazard Ratio Estimation through Backdoor Adjustment on Structural Causal Model MLHC 2020
Effective Ways to Build and Evaluate Individual Survival Distributions JMLR 2020
Multiplicative local linear hazard estimation and best one-sided cross-validation JMLR 2019
A Calibration Metric for Risk Scores with Survival Data MLHC 2019
Temporal Quilting for Survival Analysis AISTATS 2019
Time-to-Event Prediction with Neural Networks and Cox Regression JMLR 2019
Simultaneous Prediction Intervals for Patient-Specific Survival Curves IJCAI 2019
Analyzing Verbal and Nonverbal Features for Predicting Group Performance INTERSPEECH 2019
A maximum-mean-discrepancy goodness-of-fit test for censored data AISTATS 2019
Nearest Neighbor and Kernel Survival Analysis: Nonasymptotic Error Bounds and Strong Consistency Rates ICML 2019
Countdown Regression: Sharp and Calibrated Survival Predictions UAI 2019