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Risk Management

1,064 papers

Papers per year

2
6
121
135
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Papers

Distributionally Robust Optimization and Generalization in Kernel Methods NIPS 2019
Attentive State-Space Modeling of Disease Progression NIPS 2019
Optimal Pricing in Repeated Posted-Price Auctions with Different Patience of the Seller and the Buyer NIPS 2019
Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices NIPS 2019
Addressing Failure Prediction by Learning Model Confidence NIPS 2019
Defending Neural Backdoors via Generative Distribution Modeling NIPS 2019
Cross-sectional Learning of Extremal Dependence among Financial Assets NIPS 2019
Robustness Verification of Tree-based Models NIPS 2019
Assessing Disparate Impact of Personalized Interventions: Identifiability and Bounds NIPS 2019
Worst Cases Policy Gradients CORL 2019
Robust Online Matching with User Arrival Distribution Drift AAAI 2019
Understanding Dropouts in MOOCs AAAI 2019
Allocating Interventions Based on Predicted Outcomes: A Case Study on Homelessness Services AAAI 2019
RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets AAAI 2019
Towards Reliable Learning for High Stakes Applications AAAI 2019
State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning AAAI 2019
Cost-Sensitive Learning to Rank AAAI 2019
Transforming Underwriting in the Life Insurance Industry AAAI 2019
A Machine Learning Suite for Machine Components’ Health-Monitoring AAAI 2019
Artificial Counselor System for Stock Investment AAAI 2019
Forecasting Intra-Hour Imbalances in Electric Power Systems AAAI 2019
Adaptive Modeling for Risk-Aware Decision Making AAAI 2019
Identifying Adverse Drug Events Mentions in Tweets Using Attentive, Collocated, and Aggregated Medical Representation ACL 2019
Using Machine Learning and Deep Learning Methods to Find Mentions of Adverse Drug Reactions in Social Media ACL 2019
Towards Text Processing Pipelines to Identify Adverse Drug Events-related Tweets: University of Michigan @ SMM4H 2019 Task 1 ACL 2019