| 2022 | UAI | Binary independent component analysis: a non-stationarity-based approach. | Antti Hyttinen, Vitria Barin Pacela, Aapo Hyvrinen |
| 2021 | UAI | Maximal ancestral graph structure learning via exact search. | Kari Rantanen, Antti Hyttinen, Matti Jrvisalo |
| 2020 | AAAI | A Bayesian Approach for Estimating Causal Effects from Observational Data. | Johan Pensar, Topi Talvitie, Antti Hyttinen, Mikko Koivisto |
| 2020 | DIS | Evaluating Decision Makers over Selectively Labelled Data: A Causal Modelling Approach. | Riku Laine, Antti Hyttinen, Michael Mathioudakis |
| 2020 | ECAI | Learning Chordal Markov Networks via Stochastic Local Search. | Kari Rantanen, Antti Hyttinen, Matti Jrvisalo |
| 2018 | IJCAI | Reduced Cost Fixing for Maximum Satisfiability. | Fahiem Bacchus, Antti Hyttinen, Matti Jrvisalo, Paul Saikko |
| 2018 | SAT | Applications of MaxSAT in Data Analysis. | Jeremias Berg, Antti Hyttinen, Matti Jrvisalo |
| 2017 | CP | Reduced Cost Fixing in MaxSAT. | Fahiem Bacchus, Antti Hyttinen, Matti Jrvisalo, Paul Saikko |
| 2017 | IJCAI | A Core-Guided Approach to Learning Optimal Causal Graphs. | Antti Hyttinen, Paul Saikko, Matti Jrvisalo |
| 2016 | WoLLIC | A Logical Approach to Context-Specific Independence. | Jukka Corander, Antti Hyttinen, Juha Kontinen, Johan Pensar, Jouko Vnnen |
| 2015 | UAI | Do-calculus when the True Graph Is Unknown. | Antti Hyttinen, Frederick Eberhardt, Matti Jrvisalo |
| 2015 | UAI | Learning Optimal Chain Graphs with Answer Set Programming. | Dag Sonntag, Matti Jrvisalo, Jos M. Pea, Antti Hyttinen |
| 2014 | UAI | Constraint-based Causal Discovery: Conflict Resolution with Answer Set Programming. | Antti Hyttinen, Frederick Eberhardt, Matti Jrvisalo |
| 2013 | UAI | Discovering Cyclic Causal Models with Latent Variables: A General SAT-Based Procedure. | Antti Hyttinen, Patrik O. Hoyer, Frederick Eberhardt, Matti Jrvisalo |
| 2012 | UAI | Causal Discovery of Linear Cyclic Models from Multiple Experimental Data Sets with Overlapping Variables. | Antti Hyttinen, Frederick Eberhardt, Patrik O. Hoyer |
| 2011 | UAI | Noisy-OR Models with Latent Confounding. | Antti Hyttinen, Frederick Eberhardt, Patrik O. Hoyer |
| 2009 | UAI | Bayesian Discovery of Linear Acyclic Causal Models. | Patrik O. Hoyer, Antti Hyttinen |