Increasing Training Stability for Deep CNNS. - Pierre Gillot; Jenny Benois-Pineau; Akka Zemmari; Yurii E. Nesterov (ICIP, 2018)

Scalable Bayesian Network Structure Learning via Maximum Acyclic Subgraph. - Pierre Gillot; Pekka Parviainen (PGM, 2020)

Learning Large DAGs by Combining Continuous Optimization and Feedback Arc Set Heuristics. - Pierre Gillot; Pekka Parviainen (AAAI, 2022)

Convergence of Feedback Arc Set-Based Heuristics for Linear Structural Equation Models. - Pierre Gillot; Pekka Parviainen (PGM, 2022)