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Risk Management

1053 directly classified papers

Papers per year

Papers

Regret Minimization for Causal Inference on Large Treatment Space AISTATS 2021
Learning with risk-averse feedback under potentially heavy tails AISTATS 2021
Robustness and scalability under heavy tails, without strong convexity AISTATS 2021
Online Credit Payment Fraud Detection via Structure-Aware Hierarchical Recurrent Neural Network IJCAI 2021
When and Why a Model Fails? A Human-in-the-loop Error Detection Framework for Sentiment Analysis NAACL 2021
HITSZ-HLT at SemEval-2021 Task 5: Ensemble Sequence Labeling and Span Boundary Detection for Toxic Span Detection IJCNLP 2021
Ground-Truth or DAER: Selective Re-Query of Secondary Information ICCV 2021
CODEs: Chamfer Out-of-Distribution Examples Against Overconfidence Issue ICCV 2021
Energy-Based Open-World Uncertainty Modeling for Confidence Calibration ICCV 2021
Application for Detecting Depression, Parkinson’s Disease and Dysphonic Speech INTERSPEECH 2021
Articulatory Coordination for Speech Motor Tracking in Huntington Disease INTERSPEECH 2021
Distortion of Voiced Obstruents for Differential Diagnosis Between Parkinson’s Disease and Multiple System Atrophy INTERSPEECH 2021
Early Detection of Sexual Predators in Chats IJCNLP 2021
IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution AAAI 2021
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics NAACL 2021
Determining a Person’s Suicide Risk by Voting on the Short-Term History of Tweets for the CLPsych 2021 Shared Task NAACL 2021
Hierarchical Coherence Modeling for Document Quality Assessment AAAI 2021
Predictive Analytics for COVID-19 Social Distancing IJCAI 2021
Estimation and Optimization of Composite Outcomes JMLR 2021
Learning Models for Suicide Prediction from Social Media Posts NAACL 2021
Towards Robust and Reliable Algorithmic Recourse NIPS 2021
Automatic Detection and Prediction of Psychiatric Hospitalizations From Social Media Posts NAACL 2021
Team 9: A Comparison of Simple vs. Complex Models for Suicide Risk Assessment NAACL 2021
What’s in the Box? An Analysis of Undesirable Content in the Common Crawl Corpus IJCNLP 2021
The LOB Recreation Model: Predicting the Limit Order Book from TAQ History Using an Ordinary Differential Equation Recurrent Neural Network AAAI 2021