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• Learning Relational Causal Models with Cycles through Relational Acyclification

  Ragib Ahsan, David Arbour, Elena Zheleva

  12164-12171

  2023-06-26

• Causal Effect Identification in Cluster DAGs

  Tara V. Anand, Adele H. Ribeiro, Jin Tian, Elias Bareinboim

  12172-12179

  2023-06-26

• A Simple Unified Approach to Testing High-Dimensional Conditional Independences for Categorical and Ordinal Data

  Ankur Ankan, Johannes Textor

  12180-12188

  2023-06-26

• Score-Based Learning of Graphical Event Models with Background Knowledge Augmentation

  Debarun Bhattacharjya, Tian Gao, Dharmashankar Subramanian, Xiao Shou

  12189-12197

  2023-06-26

• Entropy Regularization for Population Estimation

  Ben Chugg, Peter Henderson, Jacob Goldin, Daniel E. Ho

  12198-12204

  2023-06-26

• Principled and Efficient Motif Finding for Structure Learning of Lifted Graphical Models

  Jonathan Feldstein, Dominic Phillips, Efthymia Tsamoura

  12205-12215

  2023-06-26

• A Faster Practical Approximation Scheme for the Permanent

  Juha Harviainen, Mikko Koivisto

  12216-12224

  2023-06-26

• Neural Diffeomorphic Non-uniform B-spline Flows

  Seongmin Hong, Se Young Chun

  12225-12233

  2023-06-26

• Identification and Estimation of the Probabilities of Potential Outcome Types Using Covariate Information in Studies with Non-compliance

  Yuta Kawakami, Ryusei Shingaki, Manabu Kuroki

  12234-12242

  2023-06-26

• Computing Divergences between Discrete Decomposable Models

  Loong Kuan Lee, Nico Piatkowski, François Petitjean, Geoffrey I. Webb

  12243-12251

  2023-06-26

• Out-of-Distribution Generalization by Neural-Symbolic Joint Training

  Anji Liu, Hongming Xu, Guy Van den Broeck, Yitao Liang

  12252-12259

  2023-06-26

• Novel Ordering-Based Approaches for Causal Structure Learning in the Presence of Unobserved Variables

  Ehsan Mokhtarian, Mohmmadsadegh Khorasani, Jalal Etesami, Negar Kiyavash

  12260-12268

  2023-06-26

• Maximizing the Probability of Fixation in the Positional Voter Model

  Petros Petsinis, Andreas Pavlogiannis, Panagiotis Karras

  12269-12277

  2023-06-26

• Certifying Fairness of Probabilistic Circuits

  Nikil Roashan Selvam, Guy Van den Broeck, YooJung Choi

  12278-12286

  2023-06-26

• Probabilities of Potential Outcome Types in Experimental Studies: Identification and Estimation Based on Proxy Covariate Information

  Ryusei Shingaki, Manabu Kuroki

  12287-12294

  2023-06-26

• Lifted Inference with Linear Order Axiom

  Jan Tóth, Ondřej Kuželka

  12295-12304

  2023-06-26

• Vector Causal Inference between Two Groups of Variables

  Jonas Wahl, Urmi Ninad, Jakob Runge

  12305-12312

  2023-06-26

• Efficient Enumeration of Markov Equivalent DAGs

  Marcel Wienöbst, Malte Luttermann, Max Bannach, Maciej Liskiewicz

  12313-12320

  2023-06-26

• Differentially Private Nonlinear Causal Discovery from Numerical Data

  Hao Zhang, Yewei Xia, Yixin Ren, Jihong Guan, Shuigeng Zhou

  12321-12328

  2023-06-26

• Safe Interval Path Planning with Kinodynamic Constraints

  Zain Alabedeen Ali, Konstantin Yakovlev

  12330-12337

  2023-06-26

• Diversity Maximization in the Presence of Outliers

  Daichi Amagata

  12338-12345

  2023-06-26

• Fair Short Paths in Vertex-Colored Graphs

  Matthias Bentert, Leon Kellerhals, Rolf Niedermeier

  12346-12354

  2023-06-26

• AC-Band: A Combinatorial Bandit-Based Approach to Algorithm Configuration

  Jasmin Brandt, Elias Schede, Björn Haddenhorst, Viktor Bengs, Eyke Hüllermeier, Kevin Tierney

  12355-12363

  2023-06-26

• GRASMOS: Graph Signage Model Selection for Gene Regulatory Networks

  Angelina Brilliantova, Hannah Miller, Ivona Bezáková

  12364-12372

  2023-06-26

• Optimal Pathfinding on Weighted Grid Maps

  Mark Carlson, Sajjad K. Moghadam, Daniel D. Harabor, Peter J. Stuckey, Morteza Ebrahimi

  12373-12380

  2023-06-26