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Risk Management

36 directly classified papers

Papers per year

Papers

Worst Cases Policy Gradients CORL 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

Artificial Counselor System for Stock Investment AAAI 2019

State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning AAAI 2019

Budgeted Reinforcement Learning in Continuous State Space NIPS 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