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Risk Management

40 papers

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Papers

Class-Weighted Classification: Trade-offs and Robust Approaches ICML 2020
Sybil-proof Answer Querying Mechanism IJCAI 2020
Collision Probabilities for Continuous-Time Systems Without Sampling RSS 2020
Budgeted Reinforcement Learning in Continuous State Space NIPS 2019
Worst Cases Policy Gradients CORL 2019
SAFE: A Neural Survival Analysis Model for Fraud Early Detection AAAI 2019
State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning AAAI 2019
Artificial Counselor System for Stock Investment AAAI 2019
CLaC at CLPsych 2019: Fusion of Neural Features and Predicted Class Probabilities for Suicide Risk Assessment Based on Online Posts NAACL 2019
Suicide Risk Assessment with Multi-level Dual-Context Language and BERT NAACL 2019
Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning NIPS 2018
Prediction Models for Risk of Type-2 Diabetes Using Health Claims ACL 2018
Policy Gradient for Coherent Risk Measures NIPS 2015
Algorithms for CVaR Optimization in MDPs NIPS 2014
Risk Aversion in Markov Decision Processes via Near Optimal Chernoff Bounds NIPS 2012