Efficient, Certifiably Optimal High-Dimensional Clustering. - Carson Eisenach; Han Liu (CoRR, 2018)

Marginal Policy Gradients for Complex Control. - Carson Eisenach; Haichuan Yang; Ji Liu 002; Han Liu 001 (CoRR, 2018)

Marginal Policy Gradients: A Unified Family of Estimators for Bounded Action Spaces with Applications. - Carson Eisenach; Haichuan Yang; Ji Liu 002; Han Liu 001 (ICLR (Poster), 2019)

Efficient, certifiably optimal clustering with applications to latent variable graphical models. - Carson Eisenach; Han Liu 001 (Math. Program., 2019)

MQTransformer: Multi-Horizon Forecasts with Context Dependent and Feedback-Aware Attention. - Carson Eisenach; Yagna Patel; Dhruv Madeka (CoRR, 2020)

High-Dimensional Inference for Cluster-Based Graphical Models. - Carson Eisenach; Florentina Bunea; Yang Ning; Claudiu Dinicu (J. Mach. Learn. Res., 2020)

MQRetNN: Multi-Horizon Time Series Forecasting with Retrieval Augmentation. - Sitan Yang; Carson Eisenach; Dhruv Madeka (CoRR, 2022)

Deep Inventory Management. - Dhruv Madeka; Kari Torkkola; Carson Eisenach; Dean P. Foster; Anna Luo (CoRR, 2022)

Learning an Inventory Control Policy with General Inventory Arrival Dynamics. - Sohrab Andaz; Carson Eisenach; Dhruv Madeka; Kari Torkkola; Randy Jia; Dean P. Foster; Sham M. Kakade (CoRR, 2023)

Neural Coordination and Capacity Control for Inventory Management. - Carson Eisenach; Udaya Ghai; Dhruv Madeka; Kari Torkkola; Dean P. Foster; Sham M. Kakade (CoRR, 2024)

Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models. - Yuda Song 001; Hanlin Zhang 002; Carson Eisenach; Sham M. Kakade; Dean P. Foster; Udaya Ghai (ICLR, 2025)

Outbound Modeling for Inventory Management. - Riccardo Savorgnan; Udaya Ghai; Carson Eisenach; Dean P. Foster (CoRR, 2025)

Deep RL Dual Sourcing Inventory Management with Supply and Capacity Risk Awareness. - Defeng Liu; Ying Liu; Carson Eisenach (CoRR, 2025)

Structure-Informed Deep Reinforcement Learning for Inventory Management. - Alvaro Maggiar; Sohrab Andaz; Akhil Bagaria; Carson Eisenach; Dean P. Foster; Omer Gottesman; Dominique Perrault-Joncas (CoRR, 2025)