newsitem: DAI cluster greatly represented at NeurIPS 2023

• Interpretable Reward Redistribution in Reinforcement Learning: A Causal Approach by Yudi Zhang, Yali Du, Biwei Huang, Ziyan Wang, Jun Wang, Meng Fang, Mykola Pechenizkiy 
• Dynamic Sparsity Is Channel-Level Sparsity Learner by Lu Yin, Gen Li, Meng Fang, Li Shen, Tianjin Huang, Zhangyang Wang, Vlado Menkovski, Xiaolong Ma, Mykola Pechenizkiy, Shiwei Liu 
• Fantastic Weights and How to Find Them: Where to Prune in Dynamic Sparse Training by Aleksandra I. Nowak, Bram Grooten, Decebal Constantin Mocanu, Jacek Tabor 
• COOM: A Game Benchmark for Continual Reinforcement Learning by Tristan Tomilin, Meng Fang, Yudi Zhang, Mykola Pechenizkiy 
• Equivariant Neural Simulators for Stochastic Spatiotemporal Dynamics by Koen Minartz, Yoeri Poels, Simon Koop, Vlado Menkovski 
• TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion by Preetha Vijayan, Prashant Bhat, Bahram Zonooz, Elahe Arani
• A-NeSI: A Scalable Approximate Method for Probabilistic Neurosymbolic Inference by Emile van Krieken, Thiviyan Thanapalasingam, Jakub M. Tomczak, Frank van Harmelen, Annette ten Teije
• Topological Obstructions and How to Avoid Them by Babak Esmaeili, Robin Walters, Heiko Zimmermann, Jan-Willem van de Meent
• Do Not Marginalize Mechanisms, Rather Consolidate! by Moritz Willig, Matej Zečević, Devendra Dhami, Kristian Kersting
• Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction by Quentin Delfosse, Hikaru Shindo, Devendra Dhami, Kristian Kersting
• DataPerf: Benchmarks for Data-Centric AI Development by Mark Mazumder, Colby Banbury, Xiaozhe Yao, Bojan Karlaš, William Gaviria Rojas, Sudnya Diamos, Greg Diamos, Lynn He, Alicia Parrish, Hannah Rose Kirk, Jessica Quaye, Charvi Rastogi, Douwe Kiela, David Jurado, David Kanter, Rafael Mosquera, Juan Ciro, Lora Aroyo, Bilge Acun, Lingjiao Chen, Mehul Smriti Raje, Max Bartolo, Sabri Eyuboglu, Amirata Ghorbani, Emmett Goodman, Oana Inel, Tariq Kane, Christine R. Kirkpatrick, Tzu-Sheng Kuo, Jonas Mueller, Tristan Thrush, Joaquin Vanschoren, Margaret Warren, Adina Williams, Serena Yeung, Newsha Ardalani, Praveen Paritosh, Lilith Bat-Leah, Ce Zhang, James Zou, Carole-Jean Wu, Cody Coleman, Andrew Ng, Peter Mattson, Vijay Janapa Reddi

Details

Involved members:

Mykola Pechenizkiy

Vlado Menkovski

Decebal Mocanu

Meng Fang

Joaquin Vanschoren

Bram Grooten

Tianjin Huang

Simon Koop

Koen Minartz

Tristan Tomilin

Lu Yin

Elahe Arani

Bahram Zonooz

Jakub Tomczak

Shiwei Liu

Yudi Zhang

Devendra Dhami