risk management

Variance Penalized On-Policy and Off-Policy Actor-Critic AAAI 2021 Wasserstein Distributionally Robust Inverse Multiobjective Optimization AAAI 2021 Bayesian Robust Optimization for Imitation Learning NeurIPS 2020 Data-Driven Market-Making via Model-Free Learning IJCAI 2020 Learning Robust Decision Policies from Observational Data NeurIPS 2020 Less Is Better: Unweighted Data Subsampling via Influence Function AAAI 2020 Loss Control with Rank-one Covariance Estimate for Short-term Portfolio Optimization JMLR 2020 Pessimism About Unknown Unknowns Inspires Conservatism COLT 2020 Predictive and Adaptive Failure Mitigation to Avert Production Cloud VM Interruptions OSDI 2020 Semantic search with domain-specific word-embedding and production monitoring in Fintech COLING 2020 Shoreline: Data-Driven Threshold Estimation of Online Reserves of Cryptocurrency Trading Platforms AAAI 2020 Shoreline: Data-Driven Threshold Estimation of Online Reserves of Cryptocurrency Trading Platforms (Student Abstract) AAAI 2020 Vector Autoregressive Weighting Reversion Strategy for Online Portfolio Selection IJCAI 2020 Artificial Counselor System for Stock Investment AAAI 2019 Budgeted Reinforcement Learning in Continuous State Space NeurIPS 2019 Concentration Inequalities for Conditional Value at Risk ICML 2019 Cost-Sensitive Learning to Rank AAAI 2019 Forecasting Firm Material Events from 8-K Reports EMNLP 2019 Generalized Batch Normalization: Towards Accelerating Deep Neural Networks AAAI 2019 Measurement Maximizing Adaptive Sampling with Risk Bounding Functions AAAI 2019 Offline Contextual Bandits with High Probability Fairness Guarantees NeurIPS 2019 Real-Time Planning as Decision-Making under Uncertainty AAAI 2019 Robust Online Matching with User Arrival Distribution Drift AAAI 2019 A Block Coordinate Ascent Algorithm for Mean-Variance Optimization NeurIPS 2018 AGI Safety Literature Review IJCAI 2018