Risk Management

Direct Uncertainty Prediction for Medical Second Opinions ICML 2019 Distributionally Robust Optimization and Generalization in Kernel Methods NeurIPS 2019 Early Rumour Detection NAACL 2019 Efficient augmentation and relaxation learning for individualized treatment rules using observational data JMLR 2019 Enhancing Stock Movement Prediction with Adversarial Training IJCAI 2019 Feature Denoising for Improving Adversarial Robustness CVPR 2019 FireCast: Leveraging Deep Learning to Predict Wildfire Spread IJCAI 2019 Forecasting Intra-Hour Imbalances in Electric Power Systems AAAI 2019 Identifying Adverse Drug Events Mentions in Tweets Using Attentive, Collocated, and Aggregated Medical Representation ACL 2019 In-Place Zero-Space Memory Protection for CNN NeurIPS 2019 InterSpot: Interactive Spammer Detection in Social Media IJCAI 2019 Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention EMNLP 2019 Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting IJCAI 2019 Learning to bid in revenue-maximizing auctions ICML 2019 Linear Stochastic Bandits Under Safety Constraints NeurIPS 2019 Locate-Then-Detect: Real-time Web Attack Detection via Attention-based Deep Neural Networks IJCAI 2019 Metric-Optimized Example Weights ICML 2019 More Efficient Off-Policy Evaluation through Regularized Targeted Learning ICML 2019 Multivariate Submodular Optimization ICML 2019 Open Problem: Risk of Ruin in Multiarmed Bandits COLT 2019 Optimal Auctions through Deep Learning ICML 2019 Optimal Pricing in Repeated Posted-Price Auctions with Different Patience of the Seller and the Buyer NeurIPS 2019 Optimizing Speech-Input Length for Speaker-Independent Depression Classification Interspeech 2019 Privacy-Preserving Obfuscation of Critical Infrastructure Networks IJCAI 2019 PRoFET: Predicting the Risk of Firms from Event Transcripts IJCAI 2019