Decision trees do not generalize to new variations. - Yoshua Bengio; Olivier Delalleau; Clarence Simard (Comput. Intell., 2010)

Martingale decomposition of an L2 space with nonlinear stochastic integrals. - Clarence Simard (J. Appl. Probab., 2019)

A Stochastic Control Problem with Linearly Bounded Control Rates in a Brownian Model. - Jean-François Renaud; Clarence Simard (SIAM J. Control. Optim., 2021)

Deep Hedging with Market Impact. - Andrei Neagu; Frédéric Godin; Clarence Simard; Leila Kosseim (Canadian AI, 2024)