Risk Management

SAD: Semi-Supervised Anomaly Detection on Dynamic Graphs IJCAI 2023 Safe Multi-View Deep Classification AAAI 2023 Safe Offline Reinforcement Learning with Real-Time Budget Constraints ICML 2023 Sample Complexity for Distributionally Robust Learning under chi-square divergence JMLR 2023 Semi-Parametric Contextual Pricing Algorithm using Cox Proportional Hazards Model ICML 2023 Should I Stop or Should I Go: Early Stopping with Heterogeneous Populations NeurIPS 2023 Simple and Effective Out-of-Distribution Detection via Cosine-based Softmax Loss ICCV 2023 Simple and Efficient Confidence Score for Grading Whole Slide Images MIDL 2023 Spatially Constrained Adversarial Attack Detection and Localization in the Representation Space of Optical Flow Networks IJCAI 2023 SpatialRank: Urban Event Ranking with NDCG Optimization on Spatiotemporal Data NeurIPS 2023 SSPAttack: A Simple and Sweet Paradigm for Black-Box Hard-Label Textual Adversarial Attack AAAI 2023 Stable Diffusion is Unstable NeurIPS 2023 Stochastic Multi-armed Bandits: Optimal Trade-off among Optimality, Consistency, and Tail Risk NeurIPS 2023 Stochastic Optimization for Spectral Risk Measures AISTATS 2023 Structure-aware robustness certificates for graph classification UAI 2023 SurProGenes: Survival Risk-Ordered Representation of Cancer Patients and Genes for the Identification of Prognostic Genes ICML 2023 Surrogate Assisted Semi-supervised Inference for High Dimensional Risk Prediction JMLR 2023 Temporal Label Smoothing for Early Event Prediction ICML 2023 The Box Size Confidence Bias Harms Your Object Detector WACV 2023 The Economics of Machine Learning IJCAI 2023 Theoretically Guaranteed Bidirectional Data Rectification for Robust Sequential Recommendation NeurIPS 2023 The Rashomon Importance Distribution: Getting RID of Unstable, Single Model-based Variable Importance NeurIPS 2023 The Treasure Beneath Multiple Annotations: An Uncertainty-Aware Edge Detector CVPR 2023 TMID: A Comprehensive Real-world Dataset for Trademark Infringement Detection in E-Commerce EMNLP 2023 Towards better certified segmentation via diffusion models UAI 2023