Risk Management

Model-Free Opponent Shaping ICML 2022 Modular Conformal Calibration ICML 2022 Multi-Path GMM-MobileNet Based on Attack Algorithms and Codecs for Synthetic Speech and Deepfake Detection Interspeech 2022 Multi-Type Urban Crime Prediction AAAI 2022 Neural-progressive hedging: Enforcing constraints in reinforcement learning with stochastic programming UAI 2022 Next-Year Bankruptcy Prediction from Textual Data: Benchmark and Baselines EMNLP 2022 NICE: Robust Scheduling through Reinforcement Learning-Guided Integer Programming AAAI 2022 Non-asymptotic Properties of Individualized Treatment Rules from Sequentially Rule-Adaptive Trials JMLR 2022 NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-Task Financial Forecasting AAAI 2022 Obtaining Calibrated Probabilities with Personalized Ranking Models AAAI 2022 Off-Policy Risk Assessment for Markov Decision Processes AISTATS 2022 On the Computation of Necessary and Sufficient Explanations AAAI 2022 On-the-fly adaptation of patrolling strategies in changing environments UAI 2022 On the Limitations of Reference-Free Evaluations of Generated Text EMNLP 2022 Overview of the DAGPap22 Shared Task on Detecting Automatically Generated Scientific Papers COLING 2022 Performative Power NeurIPS 2022 Policy Learning for Optimal Individualized Dose Intervals AISTATS 2022 Projection Predictive Inference for Generalized Linear and Additive Multilevel Models AISTATS 2022 Quantile Constrained Reinforcement Learning: A Reinforcement Learning Framework Constraining Outage Probability NeurIPS 2022 Ranking Environment, Social And Governance Related Concepts And Assessing Sustainability Aspect of Financial Texts EMNLP 2022 RAP: Risk-Aware Prediction for Robust Planning CoRL 2022 Rare but Severe Neural Machine Translation Errors Induced by Minimal Deletion: An Empirical Study on Chinese and English COLING 2022 Renyi Differential Privacy of Propose-Test-Release and Applications to Private and Robust Machine Learning NeurIPS 2022 RES: An Interpretable Replicability Estimation System for Research Publications AAAI 2022 Risk-Averse No-Regret Learning in Online Convex Games ICML 2022