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Risk Management

1,064 papers

Papers per year

2
6
121
135
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'25

Papers

Modular Conformal Calibration ICML 2022
Direct Behavior Specification via Constrained Reinforcement Learning ICML 2022
Versatile Dueling Bandits: Best-of-both World Analyses for Learning from Relative Preferences ICML 2022
Robustness Verification for Contrastive Learning ICML 2022
Risk-Averse No-Regret Learning in Online Convex Games ICML 2022
Finite-Sum Coupled Compositional Stochastic Optimization: Theory and Applications ICML 2022
Mitigating Neural Network Overconfidence with Logit Normalization ICML 2022
Instrumental Variable Regression with Confounder Balancing ICML 2022
Model Agnostic Sample Reweighting for Out-of-Distribution Learning ICML 2022
Counterfactual Prediction for Outcome-Oriented Treatments ICML 2022
Towards Controlling the Transmission of Diseases: Continuous Exposure Discovery over Massive-Scale Moving Objects IJCAI 2022
Heterogeneous Interactive Snapshot Network for Review-Enhanced Stock Profiling and Recommendation IJCAI 2022
AI Facilitated Isolations? The Impact of Recommendation-based Influence Diffusion in Human Society IJCAI 2022
Forecasting the Number of Tenants At-Risk of Formal Eviction: A Machine Learning Approach to Inform Public Policy IJCAI 2022
Computationally Efficient Optimization of Plackett-Luce Ranking Models for Relevance and Fairness (Extended Abstract) IJCAI 2022
A Survey of Risk-Aware Multi-Armed Bandits IJCAI 2022
BIT-MI Deep Learning-based Model to Non-intrusive Speech Quality Assessment Challenge in Online Conferencing Applications INTERSPEECH 2022
Multi-Path GMM-MobileNet Based on Attack Algorithms and Codecs for Synthetic Speech and Deepfake Detection INTERSPEECH 2022
Empirical Risk Minimization under Random Censorship JMLR 2022
A Wasserstein Distance Approach for Concentration of Empirical Risk Estimates JMLR 2022
Non-asymptotic Properties of Individualized Treatment Rules from Sequentially Rule-Adaptive Trials JMLR 2022
Stable Classification JMLR 2022
FPI: Failure Point Isolation in Large-scale Conversational Assistants NAACL 2022
Identifying Corporate Credit Risk Sentiments from Financial News NAACL 2022
Amrita_CEN at SemEval-2022 Task 6: A Machine Learning Approach for Detecting Intended Sarcasm using Oversampling SEMEVAL 2022