| 2022 | Learning soft interventions in complex equilibrium systems. | Michel Besserve, Bernhard Schlkopf |
| 2022 | On early extinction and the effect of travelling in the SIR model. | Petra Berenbrink, Colin Cooper, Cristina Gava, David Kohan Marzago, Frederik Mallmann-Trenn, Tomasz Radzik |
| 2022 | Counterfactual inference of second Opinions. | Nina L. Corvelo Benz, Manuel Gomez Rodriguez |
| 2022 | Equilibrium aggregation: encoding sets via optimization. | Sergey Bartunov, Fabian B. Fuchs, Timothy P. Lillicrap |
| 2022 | Physics guided neural networks for spatio-temporal super-resolution of turbulent flows. | Tianshu Bao, Shengyu Chen, Taylor T. Johnson, Peyman Givi, Shervin Sammak, Xiaowei Jia |
| 2022 | Byzantine-tolerant distributed multiclass sparse linear discriminant analysis. | Yajie Bao, Weidong Liu, Xiaojun Mao, Weijia Xiong |
| 2022 | Asymmetric DQN for partially observable reinforcement learning. | Andrea Baisero, Brett Daley, Christopher Amato |
| 2022 | Discovery of extended summary graphs in time series. | Charles K. Assaad, Emilie Devijver, ric Gaussier |
| 2022 | Inductive synthesis of finite-state controllers for POMDPs. | Roman Andriushchenko, Milan Ceska, Sebastian Junges, Joost-Pieter Katoen |
| 2022 | Multi-winner approval voting goes epistemic. | Tahar Allouche, Jrme Lang, Florian Yger |
| 2022 | Data dependent randomized smoothing. | Motasem Alfarra, Adel Bibi, Philip H. S. Torr, Bernard Ghanem |
| 2022 | Non-parametric inference of relational dependence. | Ragib Ahsan, Zahra Fatemi, David Arbour, Elena Zheleva |
| 2022 | Neuro-symbolic entropy regularization. | Kareem Ahmed, Eric Wang, Kai-Wei Chang, Guy Van den Broeck |
| 2022 | GNN2GNN: Graph neural networks to generate neural networks. | Andrea Agiollo, Andrea Omicini |
| 2022 | NeuroBE: Escalating neural network approximations of Bucket Elimination. | Sakshi Agarwal, Kalev Kask, Alexander Ihler, Rina Dechter |
| 2022 | Regret guarantees for model-based reinforcement learning with long-term average constraints. | Mridul Agarwal, Qinbo Bai, Vaneet Aggarwal |
| 2022 | Mutation-driven follow the regularized leader for last-iterate convergence in zero-sum games. | Kenshi Abe, Mitsuki Sakamoto, Atsushi Iwasaki |
| 2022 | A mutually exciting latent space Hawkes process model for continuous-time networks. | Zhipeng Huang, Hadeel Soliman, Subhadeep Paul, Kevin S. Xu |
| 2022 | Robust textual embedding against word-level adversarial attacks. | Yichen Yang, Xiaosen Wang, Kun He |
| 2022 | Offline policy optimization with eligible actions. | Yao Liu, Yannis Flet-Berliac, Emma Brunskill |
| 2022 | Superposing many tickets into one: A performance booster for sparse neural network training. | Lu Yin, Vlado Menkovski, Meng Fang, Tianjin Huang, Yulong Pei, Mykola Pechenizkiy |
| 2022 | Cycle class consistency with distributional optimal transport and knowledge distillation for unsupervised domain adaptation. | Tuan Nguyen, Van Nguyen, Trung Le, He Zhao, Quan Hung Tran, Dinh Q. Phung |
| 2022 | Federated online clustering of bandits. | Xutong Liu, Haoru Zhao, Tong Yu, Shuai Li, John C. S. Lui |
| 2022 | Finite-horizon equilibria for neuro-symbolic concurrent stochastic games. | Rui Yan, Gabriel Santos, Xiaoming Duan, David Parker, Marta Kwiatkowska |
| 2022 | Conditional simulation using diffusion Schrdinger bridges. | Yuyang Shi, Valentin De Bortoli, George Deligiannidis, Arnaud Doucet |