Risk Management

A First-Order Algorithmic Framework for Distributionally Robust Logistic Regression NeurIPS 2019 AI at the Margins: Data, Decisions, and Inclusive Social Impact IJCAI 2019 Allocating Interventions Based on Predicted Outcomes: A Case Study on Homelessness Services AAAI 2019 A Machine Learning Suite for Machine Components’ Health-Monitoring AAAI 2019 Analyzing the Perceived Severity of Cybersecurity Threats Reported on Social Media NAACL 2019 A New Approach for Automating Analysis of Responses on Verbal Fluency Tests from Subjects At-Risk for Schizophrenia Interspeech 2019 An Intelligent Testing Strategy for Vocabulary Assessment of Chinese Second Language Learners ACL 2019 Artificial Counselor System for Stock Investment AAAI 2019 Assessing Disparate Impact of Personalized Interventions: Identifiability and Bounds NeurIPS 2019 Assessment of Faster R-CNN in Man-Machine Collaborative Search CVPR 2019 ATTENet: Detecting and Explaining Suspicious Tax Evasion Groups IJCAI 2019 Attentive State-Space Modeling of Disease Progression NeurIPS 2019 Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers ICLR 2019 Biologically Inspired Adaptive-Q Filterbanks for Replay Spoofing Attack Detection Interspeech 2019 CAUDIT: Continuous Auditing of SSH Servers To Mitigate Brute-Force Attacks NSDI 2019 CLaC at CLPsych 2019: Fusion of Neural Features and Predicted Class Probabilities for Suicide Risk Assessment Based on Online Posts NAACL 2019 Concentration of risk measures: A Wasserstein distance approach NeurIPS 2019 Continuous Quality Control and Advanced Text Segment Annotation with WAT-SL 2.0 ACL 2019 Cost-Sensitive Learning to Rank AAAI 2019 Countering the Effects of Lead Bias in News Summarization via Multi-Stage Training and Auxiliary Losses EMNLP 2019 Cross-sectional Learning of Extremal Dependence among Financial Assets NeurIPS 2019 Deep Gamblers: Learning to Abstain with Portfolio Theory NeurIPS 2019 Deep Optimal Stopping JMLR 2019 Defending Neural Backdoors via Generative Distribution Modeling NeurIPS 2019 Detection of Adverse Drug Reaction Mentions in Tweets Using ELMo ACL 2019