Published: 2023-05-06

FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid?

Shikhar Tuli, Bhishma Dedhia, Shreshth Tuli, Niraj K. Jha


On Centralized Critics in Multi-Agent Reinforcement Learning

Xueguang Lyu, Andrea Baisero, Yuchen Xiao, Brett Daley, Christopher Amato


Efficient Multi-Goal Reinforcement Learning via Value Consistency Prioritization

Jiawei Xu, Shuxing Li, Rui Yang, Chun Yuan, Lei Han


Your Prompt is My Command: On Assessing the Human-Centred Generality of Multimodal Models

Wout Schellaert, Fernando Martínez-Plumed , Karina Vold, John Burden, Pablo A. M. Casares, Bao Sheng Loe, Roi Reichart, Sean Ó hÉigeartaigh, Anna Korhonen, José Hernández-Orallo


Contract Scheduling with Predictions

Spyros Angelopoulos, Shahin Kamali


Towards Green Automated Machine Learning: Status Quo and Future Directions

Tanja Tornede, Alexander Tornede, Jonas Hanselle, Felix Mohr, Marcel Wever, Eyke Hüllermeier


The Complexity of Matching Games: A Survey

Marton Benedek, Peter Biro, Matthew Johnson, Daniel Paulusma, Xin Ye


Stackelberg Security Games with Contagious Attacks on a Network: Reallocation to the Rescue

Rufan Bai, Haoxing Lin, Xinyu Yang, Xiaowei Wu, Minming Li, Weijia Jia


A Markov Framework for Learning and Reasoning About Strategies in Professional Soccer

Maaike Van Roy, Pieter Robberechts, Wen-Chi Yang, Luc De Raedt, Jesse Davis


On Dynamics in Structured Argumentation Formalisms

Anna Rapberger, Markus Ulbricht


FlexiBO: A Decoupled Cost-Aware Multi-Objective Optimization Approach for Deep Neural Networks

Md Shahriar Iqbal, Jianhai Su, Lars Kotthoff, Pooyan Jamshidi


The Jiminy Advisor: Moral Agreements among Stakeholders Based on Norms and Argumentation

Beishui Liao, Pere Pardo, Marija Slavkovik, Leendert van der Torre


MDP Playground: An Analysis and Debug Testbed for Reinforcement Learning

Raghu Rajan, Jessica Lizeth Borja Diaz, Suresh Guttikonda, Fabio Ferreira, André Biedenkapp, Jan Ole von Hartz, Frank Hutter


Information Lattice Learning

Haizi Yu, James A. Evans, Lav R. Varshney


A Model to Support Collective Reasoning: Formalization, Analysis and Computational Assessment

Jordi Ganzer, Natalia Criado, Maite Lopez-Sanchez, Simon Parsons, Juan A. Rodriguez-Aguilar


Mimicking Behaviors in Separated Domains

Giuseppe De Giacomo, Dror Fried, Fabio Patrizi, Shufang Zhu


How to DP-fy ML: A Practical Guide to Machine Learning with Differential Privacy

Natalia Ponomareva, Hussein Hazimeh, Alex Kurakin, Zheng Xu, Carson Denison, H. Brendan McMahan, Sergei Vassilvitskii, Steve Chien, Abhradeep Guha Thakurta


Program Synthesis with Best-First Bottom-Up Search

Saqib Ameen, Levi H.S. Lelis


Classes of Hard Formulas for QBF Resolution

Agnes Schleitzer, Olaf Beyersdorff


Certified Dominance and Symmetry Breaking for Combinatorial Optimisation

Bart Bogaerts, Stephan Gocht, Ciaran McCreesh, Jakob Nordström


Optimality Guarantees for Particle Belief Approximation of POMDPs

Michael H. Lim, Tyler J. Becker, Mykel J. Kochenderfer, Claire J. Tomlin, Zachary N. Sunberg