Daniele Magazzeni
King's College
H-index: 30
North America-United States
Top articles of Daniele Magazzeni
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Accelerating Cutting-Plane Algorithms via Reinforcement Learning Surrogates | Proceedings of the AAAI Conference on Artificial Intelligence | Kyle Mana Fernando Acero Stephen Mak Parisa Zehtabi Michael Cashmore | 2024/3/24 |
SHAP@ k: Efficient and Probably Approximately Correct (PAC) Identification of Top-k Features | Proceedings of the AAAI Conference on Artificial Intelligence | Sanjay Kariyappa Leonidas Tsepenekas Freddy Lécué Daniele Magazzeni | 2024/3/24 |
Comparing Apples to Oranges: Learning Similarity Functions for Data Produced by Different Distributions | Advances in Neural Information Processing Systems | Leonidas Tsepenekas Ivan Brugere Freddy Lecue Daniele Magazzeni | 2024/2/13 |
Translation-based algorithm for generating global and efficient counterfactual explanations in artificial intelligence | 2024/1/25 | ||
Method and system for improving model fairness by using explainability techniques | 2024/4/18 | ||
Deep Reinforcement Learning and Mean-Variance Strategies for Responsible Portfolio Optimization | arXiv preprint arXiv:2403.16667 | Fernando Acero Parisa Zehtabi Nicolas Marchesotti Michael Cashmore Daniele Magazzeni | 2024/3/25 |
Method and system for solving reconciliation tasks by integrating clustering and optimization | 2023/11/2 | ||
Accelerating Benders Decomposition via Reinforcement Learning Surrogate Models | FinPlan 2023 | Kyle Mana Stephen Mak Parisa Zehtabi Michael Cashmore Daniele Magazzeni | 2023 |
GLOBE-CE: a translation based approach for global counterfactual explanations | Dan Ley Saumitra Mishra Daniele Magazzeni | 2023/7/23 | |
System and method for providing global counterfactual explanations in artificial intelligence | 2023/10/12 | ||
FinRDDL: Can AI Planning be used for Quantitative Finance Problems? | FinPlan | Sunandita Patra Mahmoud Mahfouz Sriram Gopalakrishnan Daniele Magazzeni Manuela Veloso | 2023 |
Robust counterfactual explanations for neural networks with probabilistic guarantees | Faisal Hamman Erfaun Noorani Saumitra Mishra Daniele Magazzeni Sanghamitra Dutta | 2023/7/3 | |
REFRESH: Responsible and Efficient Feature Reselection guided by SHAP values | Shubham Sharma Sanghamitra Dutta Emanuele Albini Freddy Lecue Daniele Magazzeni | 2023/8/8 | |
Method and system for optimization of task management issue planning | 2023/6/20 | ||
On the connection between game-theoretic feature attributions and counterfactual explanations | Emanuele Albini Shubham Sharma Saumitra Mishra Danial Dervovic Daniele Magazzeni | 2023/7/13 | |
Method and system for providing dynamic workspace scheduler | 2023/4/13 | ||
Privacy-Preserving Algorithmic Recourse | arXiv preprint arXiv:2311.14137 | Sikha Pentyala Shubham Sharma Sanjay Kariyappa Freddy Lecue Daniele Magazzeni | 2023/11/23 |
Towards Accelerating Benders Decomposition via Reinforcement Learning Surrogate Models | arXiv preprint arXiv:2307.08816 | Stephen Mak Kyle Mana Parisa Zehtabi Michael Cashmore Daniele Magazzeni | 2023/7/17 |
Bayesian hierarchical models for counterfactual estimation | Natraj Raman Daniele Magazzeni Sameena Shah | 2023/4/11 | |
System and method for generating grouped shapley values | 2023/11/9 |
Co-Authors
