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Risk Management

1053 directly classified papers

Papers per year

Papers

Risk Contours Map for Risk Bounded Motion Planning under Perception Uncertainties RSS 2019
Efficient augmentation and relaxation learning for individualized treatment rules using observational data JMLR 2019
Concentration of risk measures: A Wasserstein distance approach NIPS 2019
Understanding Dropouts in MOOCs AAAI 2019
Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices NIPS 2019
Measure Country-Level Socio-Economic Indicators with Streaming News: An Empirical Study IJCNLP 2019
Sampling-Free Epistemic Uncertainty Estimation Using Approximated Variance Propagation ICCV 2019
Cost-Sensitive Learning to Rank AAAI 2019
Risk Assessment for Networked-guarantee Loans Using High-order Graph Attention Representation IJCAI 2019
Optimizing Speech-Input Length for Speaker-Independent Depression Classification INTERSPEECH 2019
Locate-Then-Detect: Real-time Web Attack Detection via Attention-based Deep Neural Networks IJCAI 2019
Boosted Trees for Risk Prognosis MLHC 2018
Beyond the Click-Through Rate: Web Link Selection with Multi-level Feedback IJCAI 2018
Learning with Abandonment ICML 2018
Analysis of Risk Factor Domains in Psychosis Patient Health Records EMNLP 2018
SemEval-2018 Task 5: Counting Events and Participants in the Long Tail SEMEVAL 2018
Dynamics of an idiostyle of a Russian suicidal blogger NAACL 2018
RiskFinder: A Sentence-level Risk Detector for Financial Reports NAACL 2018
Decomposition of Uncertainty in Bayesian Deep Learning for Efficient and Risk-sensitive Learning ICML 2018
Does Distributionally Robust Supervised Learning Give Robust Classifiers? ICML 2018
Fairness Without Demographics in Repeated Loss Minimization ICML 2018
Impact of Different Speech Types on Listening Effort INTERSPEECH 2018
Anomaly Detection Approach for Pronunciation Verification of Disordered Speech Using Speech Attribute Features INTERSPEECH 2018
Word Error Rate Estimation for Speech Recognition: e-WER ACL 2018
Risk-Constrained Reinforcement Learning with Percentile Risk Criteria JMLR 2018