Carson Eisenach

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

Graphical Models

Relational Dependency Networks

Top Venues

J. Mach. Learn. Res.

Publications

Sohrab Andaz, Carson Eisenach, Dhruv Madeka, Kari Torkkola, Randy Jia, Dean P. Foster, Sham M. Kakade
Learning an Inventory Control Policy with General Inventory Arrival Dynamics. CoRR (2023)
Dhruv Madeka, Kari Torkkola, Carson Eisenach, Dean P. Foster, Anna Luo
Deep Inventory Management. CoRR (2022)
Sitan Yang, Carson Eisenach, Dhruv Madeka
MQRetNN: Multi-Horizon Time Series Forecasting with Retrieval Augmentation. CoRR (2022)
Carson Eisenach, Yagna Patel, Dhruv Madeka
MQTransformer: Multi-Horizon Forecasts with Context Dependent and Feedback-Aware Attention. CoRR (2020)
Carson Eisenach, Florentina Bunea, Yang Ning, Claudiu Dinicu
High-Dimensional Inference for Cluster-Based Graphical Models. J. Mach. Learn. Res. 21 (2020)
Carson Eisenach, Han Liu
Efficient, certifiably optimal clustering with applications to latent variable graphical models. Math. Program. 176 (1-2) (2019)
Carson Eisenach, Haichuan Yang, Ji Liu, Han Liu
Marginal Policy Gradients: A Unified Family of Estimators for Bounded Action Spaces with Applications. ICLR (Poster) (2019)
Carson Eisenach, Haichuan Yang, Ji Liu, Han Liu
Marginal Policy Gradients for Complex Control. CoRR (2018)
Carson Eisenach, Han Liu
Efficient, Certifiably Optimal High-Dimensional Clustering. CoRR (2018)
Carson Eisenach, Florentina Bunea, Yang Ning, Claudiu Dinicu
High-Dimensional Inference for Cluster-Based Graphical Models. CoRR (2018)