Omar Skali Lami

Massachusetts Institute of Technology (MIT) - Operations Research Center

77 Massachusetts Avenue

Bldg. E 40-149

Cambridge, MA 02139

United States

SCHOLARLY PAPERS

2

DOWNLOADS

118

SSRN CITATIONS

0

CROSSREF CITATIONS

0

Scholarly Papers (2)

1.

Learning the Minimal Representation of a Dynamic System from Transition Data

Number of pages: 44 Posted: 18 Feb 2021 Last Revised: 23 Apr 2021
Massachusetts Institue of Technology (MIT) - Operations Research Center, Babson College, Massachusetts Institute of Technology (MIT) - Sloan School of Management and Massachusetts Institute of Technology (MIT) - Operations Research Center
Downloads 118 (284,785)

Abstract:

Loading...

offline reinforcement learning, statistical learning, off-policy evaluation, data-driven decision making, state representation learning, MDP state aggregation

2.

XSTrees: A Tree Sampling Framework for Interpretable Tree Ensembles

Posted: 08 Jan 2020
Georgia Perakis, Divya Singhvi and Omar Skali Lami
Massachusetts Institute of Technology (MIT) - Sloan School of Management, Massachusetts Institute of Technology (MIT) - Operations Research Center and Massachusetts Institute of Technology (MIT) - Operations Research Center

Abstract:

Loading...

Machine Learning, Ensemble Tree Methods, Random Forests, Predictive Analytics, Regression, Classification, Interpretability