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Risk Management

1,064 papers

Papers per year

2
6
121
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Papers

Detection of Adverse Drug Reaction Mentions in Tweets Using ELMo ACL 2019
An Intelligent Testing Strategy for Vocabulary Assessment of Chinese Second Language Learners ACL 2019
Continuous Quality Control and Advanced Text Segment Annotation with WAT-SL 2.0 ACL 2019
The Effect of Translationese in Machine Translation Test Sets ACL 2019
$\mathcal{X}$-Armed Bandits: Optimizing Quantiles, CVaR and Other Risks ACML 2019
Risk-Averse Stochastic Convex Bandit AISTATS 2019
Why ReLU Networks Yield High-Confidence Predictions Far Away From the Training Data and How to Mitigate the Problem CVPR 2019
Feature Denoising for Improving Adversarial Robustness CVPR 2019
Assessment of Faster R-CNN in Man-Machine Collaborative Search CVPR 2019
Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention EMNLP 2019
Countering the Effects of Lead Bias in News Summarization via Multi-Stage Training and Auxiliary Losses EMNLP 2019
Sampling-Free Epistemic Uncertainty Estimation Using Approximated Variance Propagation ICCV 2019
More Efficient Off-Policy Evaluation through Regularized Targeted Learning ICML 2019
Optimal Auctions through Deep Learning ICML 2019
Robust Influence Maximization for Hyperparametric Models ICML 2019
Adversarial camera stickers: A physical camera-based attack on deep learning systems ICML 2019
Learning to bid in revenue-maximizing auctions ICML 2019
Direct Uncertainty Prediction for Medical Second Opinions ICML 2019
Multivariate Submodular Optimization ICML 2019
PROVEN: Verifying Robustness of Neural Networks with a Probabilistic Approach ICML 2019
Metric-Optimized Example Weights ICML 2019
Privacy-Preserving Obfuscation of Critical Infrastructure Networks IJCAI 2019
SlateQ: A Tractable Decomposition for Reinforcement Learning with Recommendation Sets IJCAI 2019
Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting IJCAI 2019
FireCast: Leveraging Deep Learning to Predict Wildfire Spread IJCAI 2019