Lilia Maliar

The Graduate Center | The City University of New York (CUNY)
Professor of Economics

NEW, EcoMod2021, Keynote Session: “Solving Dynamic Economic Models with Deep Learning: Theory and Applications”, Slides.

NEW: Starting from Aug. 2021, I became a Visiting Fellow at the Hoover Institution at Stanford University. 

AEA/ASSA 2021 Sessions: 

– Session “What AI Can Do in Economics?”,  a paper “Will Artificial Intelligence Replace Computational Economists Any Time Soon?” (joint with Serguei Maliar and Pablo Winant), Slides, Video

– Session “Monetary Policy, Macro Volatility and Inequality”, a paper “Household Savings and Monetary Policy under Individual and Aggregate Stochastic Volatility” (joint with Yuriy Gorodnichenko, Serguei Maliar and Christopher Naubert), Slides, Video

DEEP LEARNING FRAMEWORK FOR SOLVING DYNAMIC ECONOMIC MODELS

– Paper “Will Artificial Intelligence Replace Computational Economists Any Time Soon?” ; Code Python & TensorFlow code, Quantecon.org; 2018  Video recording  CEF conference presentation in Milan where the DL method was introduced

NSF GRANT: “Artificial Intelligence and Deep Learning Solution Methods for Dynamic Economic Models” SES-1949413, Lead (collaborative with Santa Clara University), 05/01/2020-04/30/2023

ASSOCIATE EDITOR:  Quantitative Economics

SENIOR EDITOR: Oxford Research Encyclopedias of Economics and Finance (Oxford University Press)

RESEARCH FELLOW:  CEPR (Monetary Economics and Fluctuations):

FELLOW: CESifo Network (Macro, Money and International Finance)

ADVISER: Canadian Central Bank, Model Development Division