Risk Management

Shoreline: Data-Driven Threshold Estimation of Online Reserves of Cryptocurrency Trading Platforms AAAI 2020 Shoreline: Data-Driven Threshold Estimation of Online Reserves of Cryptocurrency Trading Platforms (Student Abstract) AAAI 2020 SIGUA: Forgetting May Make Learning with Noisy Labels More Robust ICML 2020 Spatio-Temporal Attention-Based Neural Network for Credit Card Fraud Detection AAAI 2020 SpecMark: A Spectral Watermarking Framework for IP Protection of Speech Recognition Systems Interspeech 2020 Stochastically Dominant Distributional Reinforcement Learning ICML 2020 Stock Embeddings Acquired from News Articles and Price History, and an Application to Portfolio Optimization ACL 2020 Street Scene: A new dataset and evaluation protocol for video anomaly detection WACV 2020 Subsidy Allocations in the Presence of Income Shocks AAAI 2020 The Behavioral Sign of Account Theft: Realizing Online Payment Fraud Alert IJCAI 2020 The Devil is in the Detail: A Framework for Macroscopic Prediction via Microscopic Models NeurIPS 2020 Themis: Fair and Efficient GPU Cluster Scheduling NSDI 2020 Toward Operational Safety Verification of AI-Enabled CPS (Student Abstract) AAAI 2020 Transferable Calibration with Lower Bias and Variance in Domain Adaptation NeurIPS 2020 Understanding the Limitations of Conditional Generative Models ICLR 2020 Uniform Convergence of Rank-weighted Learning ICML 2020 Upper Confidence Primal-Dual Reinforcement Learning for CMDP with Adversarial Loss NeurIPS 2020 Using Small Business Banking Data for Explainable Credit Risk Scoring AAAI 2020 VAEP: An Objective Approach to Valuing On-the-Ball Actions in Soccer (Extended Abstract) IJCAI 2020 VolTAGE: Volatility Forecasting via Text Audio Fusion with Graph Convolution Networks for Earnings Calls EMNLP 2020 Wasserstein Smoothing: Certified Robustness against Wasserstein Adversarial Attacks AISTATS 2020 X-Armed Bandits: Optimizing Quantiles, CVaR and Other Risks ACML 2019 Adaptive Modeling for Risk-Aware Decision Making AAAI 2019 Addressing Failure Prediction by Learning Model Confidence NeurIPS 2019 Adversarial camera stickers: A physical camera-based attack on deep learning systems ICML 2019