LILIA MALIAR
Current Positions
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)
Аreas of specialization
QUANTITATIVE MACROECONOMICS
MONETARY POLICY
ECONOMIC THEORY
ECONOMIES IN TRANSITION
ECONOMIC GROWTH AND DEVELOPMENT
MACHINE LEARNING
Recent presentations
— Session “What AI Can Do in Economics?“, a paper “Deep Learning Classification: Modeling Discrete Labor Choice” (joint with Serguei Maliar and Pablo Winant),
Slides, Video
— Session “Implications of Micro Level Heterogeneity for Macroeconomic Stabilization and Growth“, a paper “U.S. versus Europe: How Differential COVID-19 Policies Affect Inequality” (joint with Yuriy Gorodnichenko, Serguei Maliar and Christopher Naubert), Slides,Video
— EcoMod2021, Keynote Session: “Solving Dynamic Economic Models with Deep Learning: Theory and Applications”, Slides
NSF GRANTS
“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
“Analyzing non-stationary and unbalanced growth economic models"
SES-1559407, 08/15/2016 - 07/31/2019