Can machine learning help improve computational methods in finance?
Cody Hyndman
 Associate Professor and Chair
 Department of Mathematics and Statistics
 mathematical finance6
 computational finance3
 machine learning36
 investment risk17
 stochastic analysis12
 data science33
 financial engineering3
 financial derivatives7
 insurance3
 commodities8
 risk modeling7
 probability theory9
 actuarial mathematics4
 risk18
 stochastic processes7
 filtering and control
 risk analysis10
 futures contracts6
 statistical modeling13
 business analytics7

Frédéric Godin
financial engineering, mathematical finance, risk management

Mélina Mailhot
actuarial mathematics, risk, multivariate statistics

Stylianos Perrakis
financial engineering, capital structure, financial markets

José Garrido
risk theory, actuarial mathematics, ruin theory

Latha Shanker
financial derivatives, risk management, international banking

Gregory Lypny
experimental economics, behavioral economics, behavioral finance

Krzysztof Dzieciolowski
business analytics, data science, artificial intelligence

Ravi Mateti
corporate finance, fixed income analysis, financial derivatives

Mohsen Farhadloo
machine learning, data mining, text analytics

Salim Lahmiri
artificial intelligence, data science, predictive analytics

Ketra Schmitt
risk analysis, systems models, technology policy

Michael T. Hallett
computational biology, bioinformatics, systems biology

Jamshid EtezadiAmoli
multivariate statistics, business statistics, structural equation modeling

Lorne Nelson Switzer
economics of technological change, smallcap equities, financial derivatives

Yan Liu
big data, distributed/parallel systems, deep learning

Xintong Han
microeconometrics, applied econometrics, economics of education

Laurent PotvinTrottier
synthetic biology, systems biology, microfluidics

Lea Popovic
probability theory, randomness in the living world, mathematical biology

Jun Yan
smart grids, cyberphysical security, machine learning

Heejeong Kim
macroeconomics, business cycles, socioeconomic inequality

Mazdak NikBakht
construction management, BIM, decision making

Jun Cai
machine learning, distributed/parallel systems, energy efficiency

Mohamed Ouf
green buildings, occupant behavior, energy modeling and optimization

Ivan Contreras
transportation systems, networks, large scale optimization

Jia Yuan Yu
data science, decision theory, machine learning

Ali Nazemi
water security, climate change, coupled humanwater systems

Juliane Proelss
alternative investment strategies, hedging, risk management

Ali Akgunduz
aviation industry, air traffic control, greener aviation

Pawel Gora
complex dynamic systems, ergodic theory, absolute continuity

Leila Kosseim
computational linguistics, natural language processing, artificial intelligence

Bruno Lee
buildings, energy efficiency, energy modeling and optimization

Xiao Huang
supply chains, operations management, game theory

Damba Lkhagvasuren
unemployment, business cycles, labour economics

Simone Brugiapaglia
data science, computational mathematics, compressed sensing

Yogendra P. Chaubey
statistical methodology, linear models, statistical modeling