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Carson Eisenach
Carson Eisenach
Senior Machine Learning Scientist, Amazon
Verified email at eisenach.org - Homepage
Title
Cited by
Cited by
Year
Mqtransformer: Multi-horizon forecasts with context dependent and feedback-aware attention
C Eisenach, Y Patel, D Madeka
arXiv preprint arXiv:2009.14799, 2020
302020
Deep inventory management
D Madeka, K Torkkola, C Eisenach, A Luo, D Foster, S Kakade
arXiv preprint arXiv:2210.03137, 2022
202022
Nonparametrically learning activation functions in deep neural nets
C Eisenach, Z Wang, H Liu
132016
Marginal policy gradients: A unified family of estimators for bounded action spaces with applications
C Eisenach, H Yang, J Liu, H Liu
arXiv preprint arXiv:1806.05134, 2018
122018
Effect of exercise on heart-rate response to mental stress in teenagers
A Costin, N Costin, P Cohen, C Eisenach, F Marchlinski
European journal of preventive cardiology 20 (4), 593-596, 2013
122013
High-Dimensional Inference for Cluster-Based Graphical Models
C Eisenach, F Bunea, Y Ning, C Dinicu
JMLR 21, 2018
102018
Efficient, certifiably optimal clustering with applications to latent variable graphical models
C Eisenach, H Liu
Mathematical Programming 176, 137-173, 2019
4*2019
MQRetNN: Multi-horizon time series forecasting with retrieval augmentation
S Yang, C Eisenach, D Madeka
arXiv preprint arXiv:2207.10517, 2022
32022
Learning an Inventory Control Policy with General Inventory Arrival Dynamics
S Andaz, C Eisenach, D Madeka, K Torkkola, R Jia, D Foster, S Kakade
arXiv preprint arXiv:2310.17168, 2023
12023
Natural Policy Gradient for Exponential Families
C Eisenach, Z Yang
12019
PARAMETRIZED DEEP Q-NETWORKS LEARNING: PLAYING ONLINE BATTLE ARENA WITH DISCRETE-CONTINUOUS HYBRID ACTION SPACE
J Xiong, Q Wang, Z Yang, P Sun, Y Zheng, L Han, H Fu, X Lian, ...
12018
Modern Optimization for Statistics and Learning
CM Eisenach
Princeton University, 2019
2019
Additional Materials: Efficient, Certifiably Optimal High-Dimensional Clustering
C Eisenach, H Liu
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Articles 1–13