Laura Toni

1. MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation
   2023/02/17 by Clément Vignac, Vignac, Clement, Nagham Osman +5 · 18 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Protein Structure and Dynamics
2. NAVIX: Scaling MiniGrid Environments with JAX
   2024/07/28 by Eduardo Pignatelli, Pignatelli, Eduardo, Jarek Liesen +9 · 6 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia Communication and Technology #Peer-to-Peer Network Technologies
3. Laplacian-regularized graph bandits: Algorithms and theoretical analysis
   2019/07/12 by Kaige Yang, Yang, Kaige, Xiaowen Dong +3 · 2 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Age of Information Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Smart Grid Energy Management
4. Information-theoretic Characterizations of Generalization Error for the Gibbs Algorithm
   2022/10/18 by Gholamali Aminian, Aminian, Gholamali, Yuheng Bu +7 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning and Algorithms #Machine Learning and ELM #Neural Networks and Applications
5. The impact of intrinsic rewards on exploration in Reinforcement Learning
   2025/01/20 by Aya Kayal, Eduardo Pignatelli, Kayal, Aya +3 · 4 citations
   Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Innovation Diffusion and Forecasting
6. Learning Algorithm Generalization Error Bounds via Auxiliary Distributions
   2022/10/02 by Gholamali Aminian, Saeed Masiha, Aminian, Gholamali +5 · 1 citation
   Computer Science · Engineering · #FOS: Computer and information sciences #Face and Expression Recognition #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques
7. Assessing the Zero-Shot Capabilities of LLMs for Action Evaluation in RL
   2024/09/19 by Eduardo Pignatelli, Pignatelli, Eduardo, Johan Ferret +11 · 1 citation
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information and Cyber Security #Machine Learning (cs.LG) #Safety Systems Engineering in Autonomy #Software Reliability and Analysis Research