Publications of T Orujlu

Orujlu, T.; Matelski, J.; Butz, M.; Wu, C.; Kording, K.: Partially Observed Structural Causal Models. In: 42nd Conference on Uncertainty in Artificial Intelligence (UAI 2026). 42nd Conference on Uncertainty in Artificial Intelligence (UAI 2026), Amsterdam, The Netherlands, August 17, 2026 - August 21, 2026. (2026)

Orujlu, T.; Willing, M.; Zečević, M.: Causal Substrates: A Set-Theoretic Foundation of Causal Inference. In: UAI 2026 Workshop on Causality for Decision Making (CDM 2026). UAI 2026 Workshop on Causality for Decision Making (CDM 2026), Amsterdam, The Netherlands, August 21, 2026. (2026)

Orujlu, T.; Gumbsch, C.; Butz, M.; Wu, C.: Causal Process Models: Reframing Dynamic Causal Graph Discovery as a Reinforcement Learning Problem. In: Proceedings of Machine Learning Research, Vol. 323. 5th Conference on Causal Learning and Reasoning (CLeaR 2026), Cambridge, MA, USA, April 06, 2026 - April 08, 2026. JMLR, Cambridge, MA (2026)

Orujlu, T.; Gumbsch, C.; Butz, M.; Wu, C.: Reframing attention as a reinforcement learning problem for causal discovery. In: The Causal Reinforcement Learning Workshop (CRLW 2025). The Causal Reinforcement Learning Workshop (CRLW 2025) @ RLC 2025, Edmonton, Alberta, Canada, August 05, 2025. (2025)

Orujlu, T.; Matelski, J.; Butz, M.; Wu, C.; Kording, K.: Partially Observed Structural Causal Models. 8th Annual Conference 2026 Machine Learning in Science, Tübingen, Germany (2026)