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Risk Management

1,064 papers

Papers per year

2
6
121
135
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Papers

Temporal Label Smoothing for Early Event Prediction ICML 2023
Artificial Agents Inspired by Human Motivation Psychology for Teamwork in Hazardous Environments IJCAI 2023
Quantifying Harm IJCAI 2023
Spatially Constrained Adversarial Attack Detection and Localization in the Representation Space of Optical Flow Networks IJCAI 2023
SAD: Semi-Supervised Anomaly Detection on Dynamic Graphs IJCAI 2023
Deep Hashing-based Dynamic Stock Correlation Estimation via Normalizing Flow IJCAI 2023
Distributional Multi-Objective Decision Making IJCAI 2023
Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare IJCAI 2023
Fighting against Organized Fraudsters Using Risk Diffusion-based Parallel Graph Neural Network IJCAI 2023
Intensity-Valued Emotions Help Stance Detection of Climate Change Twitter Data IJCAI 2023
Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning (Extended Abstract) IJCAI 2023
The Economics of Machine Learning IJCAI 2023
From Numbers to Words: Multi-Modal Bankruptcy Prediction Using the ECL Dataset IJCNLP 2023
Evaluation of a Forensic Automatic Speaker Recognition System with Emotional Speech Recordings INTERSPEECH 2023
On Monotonic Aggregation for Open-domain QA INTERSPEECH 2023
Jump Interval-Learning for Individualized Decision Making with Continuous Treatments JMLR 2023
On Tilted Losses in Machine Learning: Theory and Applications JMLR 2023
Adapting and Evaluating Influence-Estimation Methods for Gradient-Boosted Decision Trees JMLR 2023
Flexible Model Aggregation for Quantile Regression JMLR 2023
Sample Complexity for Distributionally Robust Learning under chi-square divergence JMLR 2023
Surrogate Assisted Semi-supervised Inference for High Dimensional Risk Prediction JMLR 2023
A Generalizable Physics-informed Learning Framework for Risk Probability Estimation L4DC 2023
Learning Disturbances Online for Risk-Aware Control: Risk-Aware Flight with Less Than One Minute of Data L4DC 2023
Simple and Efficient Confidence Score for Grading Whole Slide Images MIDL 2023
Know Your Space: Inlier and Outlier Construction for Calibrating Medical OOD Detectors MIDL 2023