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Risk Management

1053 directly classified papers

Papers per year

Papers

Crisis-DIAS: Towards Multimodal Damage Analysis - Deployment, Challenges and Assessment AAAI 2020
Subsidy Allocations in the Presence of Income Shocks AAAI 2020
PIDS: An Intelligent Electric Power Management Platform AAAI 2020
Toward Operational Safety Verification of AI-Enabled CPS (Student Abstract) AAAI 2020
Fairness Does Not Imply Satisfaction (Student Abstract) AAAI 2020
Mix-n-Match : Ensemble and Compositional Methods for Uncertainty Calibration in Deep Learning ICML 2020
Detecting Out-of-Distribution Examples with Gram Matrices ICML 2020
DeSpin: a prototype system for detecting spin in biomedical publications ACL 2020
Stock Embeddings Acquired from News Articles and Price History, and an Application to Portfolio Optimization ACL 2020
Cautious Adaptation For Reinforcement Learning in Safety-Critical Settings ICML 2020
Data Valuation using Reinforcement Learning ICML 2020
Distributionally Robust Policy Evaluation and Learning in Offline Contextual Bandits ICML 2020
Impact of ASR on Alzheimer’s Disease Detection: All Errors are Equal, but Deletions are More Equal than Others EMNLP 2020
Findings of the WMT 2020 Shared Task on Parallel Corpus Filtering and Alignment EMNLP 2020
An Empirical Methodology for Detecting and Prioritizing Needs during Crisis Events EMNLP 2020
Certifying Strategyproof Auction Networks NIPS 2020
Calibrating Deep Neural Networks using Focal Loss NIPS 2020
OrganITE: Optimal transplant donor organ offering using an individual treatment effect NIPS 2020
Gradient Regularized V-Learning for Dynamic Treatment Regimes NIPS 2020
The Devil is in the Detail: A Framework for Macroscopic Prediction via Microscopic Models NIPS 2020
A Real-Time Robot-Based Auxiliary System for Risk Evaluation of COVID-19 Infection INTERSPEECH 2020
Improving Robustness via Risk Averse Distributional Reinforcement Learning L4DC 2020
On the Inference Calibration of Neural Machine Translation ACL 2020
Functional Martingale Residual Process for High-Dimensional Cox Regression with Model Averaging JMLR 2020
Effective Ways to Build and Evaluate Individual Survival Distributions JMLR 2020