Carson Eisenach

Latest

• Learning an Inventory Control Policy with General Inventory Arrival Dynamics
• Deep Inventory Management
• MQRetNN: Multi-Horizon Time Series Forecasting with Retrieval Augmentation
• MQTransformer: Multi-Horizon Forecasts with Context Dependent and Feedback-Aware Attention
• High Dimensional Inference for Cluster-Based Graphical Models
• Efficient, Certifiably Optimal Clustering with Applications to Latent Variable Graphical Models
• Marginal Policy Gradients: A Unified Family of Estimators for Bounded Action Spaces with Applications
• Natural Policy Gradient for Exponential Families
• Topics in Multi-agent Reinforcement Learning
• Nonparametrically Learning Activation Functions in Deep Neural Nets