| 2022 | Markov Abstractions for PAC Reinforcement Learning in Non-Markov Decision Processes. | Alessandro Ronca, Gabriel Paludo Licks, Giuseppe De Giacomo |
| 2022 | BayCon: Model-agnostic Bayesian Counterfactual Generator. | Piotr Romashov, Martin Gjoreski, Kacper Sokol, Maria Vanina Martinez, Marc Langheinrich |
| 2022 | The Power of Media Agencies in Ad Auctions: Improving Utility through Coordinated Bidding. | Giulia Romano, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti |
| 2022 | Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback Counts. | Giulia Romano, Andrea Agostini, Francesco Trov, Nicola Gatti, Marcello Restelli |
| 2022 | Asymmetric Hybrids: Dialogues for Computational Concept Combination (Extended Abstract). | Guendalina Righetti, Daniele Porello, Nicolas Troquard, Oliver Kutz, Maria M. Hedblom, Pietro Galliani |
| 2022 | AgriBERT: Knowledge-Infused Agricultural Language Models for Matching Food and Nutrition. | Saed Rezayi, Zhengliang Liu, Zihao Wu, Chandra Dhakal, Bao Ge, Chen Zhen, Tianming Liu, Sheng Li |
| 2022 | DiRe Committee : Diversity and Representation Constraints in Multiwinner Elections. | Kunal Relia |
| 2022 | ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing. | Christoph Reinders, Frederik Schubert, Bodo Rosenhahn |
| 2022 | Communicative Subgraph Representation Learning for Multi-Relational Inductive Drug-Gene Interaction Prediction. | Jiahua Rao, Shuangjia Zheng, Sijie Mai, Yuedong Yang |
| 2022 | FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting. | Xuan Rao, Hao Wang, Liang Zhang, Jing Li, Shuo Shang, Peng Han |
| 2022 | SimMC: Simple Masked Contrastive Learning of Skeleton Representations for Unsupervised Person Re-Identification. | Haocong Rao, Chunyan Miao |
| 2022 | Understanding the Limits of Poisoning Attacks in Episodic Reinforcement Learning. | Anshuka Rangi, Haifeng Xu, Long Tran-Thanh, Massimo Franceschetti |
| 2022 | Safety-aware Active Learning with Perceptual Ambiguity and Criticality Assessment. | Prajit T. Rajendran, Guillaume Ollier, Huscar Espinoza, Morayo Adedjouma, Agns Delaborde, Chokri Mraidha |
| 2022 | Exploring the Benefits of Teams in Multiagent Learning. | David Radke, Kate Larson, Tim Brecht |
| 2022 | Transfer Learning to Decode Brain States Reflecting the Relationship Between Cognitive Tasks. | Youzhi Qu, Xinyao Jian, Wenxin Che, Penghui Du, Kai Fu, Quanying Liu |
| 2022 | Raising the Bar in Graph-level Anomaly Detection. | Chen Qiu, Marius Kloft, Stephan Mandt, Maja Rudolph |
| 2022 | BiFSMN: Binary Neural Network for Keyword Spotting. | Haotong Qin, Xudong Ma, Yifu Ding, Xiaoyang Li, Yang Zhang, Yao Tian, Zejun Ma, Jie Luo, Xianglong Liu |
| 2022 | A Hierarchical HAZOP-Like Safety Analysis for Learning-Enabled Systems. | Yi Qi, Philippa Ryan Conmy, Wei Huang, Xingyu Zhao, Xiaowei Huang |
| 2022 | Document-level Event Factuality Identification via Reinforced Multi-Granularity Hierarchical Attention Networks. | Zhong Qian, Peifeng Li, Qiaoming Zhu, Guodong Zhou |
| 2022 | Counterfactual Interpolation Augmentation (CIA): A Unified Approach to Enhance Fairness and Explainability of DNN. | Yao Qiang, Chengyin Li, Marco Brocanelli, Dongxiao Zhu |
| 2022 | On the Optimization of Margin Distribution. | Meng-Zhang Qian, Zheng Ai, Teng Zhang, Wei Gao |
| 2022 | Towards Theoretically Grounded Evolutionary Learning. | Chao Qian |
| 2022 | Learning Higher-Order Logic Programs From Failures. | Stanislaw J. Purgal, David M. Cerna, Cezary Kaliszyk |
| 2022 | Narrative Objects. | Mihai Pomarlan, Robert Porzel |
| 2022 | Ownership Concentration and Wealth Inequality in Russia. | Kirill Polovnikov, Nikita Pospelov, Dmitriy Skougarevskiy |