NY
Neil Yorke-Smith
cs.LGmath.OCcs.AIcs.SYeess.SYcs.NEcs.PLcs.SEstat.MLAgent-based simulation
On Valency
published · living versionsW_cq6yyutv·v1 · currentpublished
Reward-Weighted Preference Optimization for Selective Combinatorial Optimization Problems
with Haohui Zhang, Xinyu Hu, Wouter van Heeswijk, Martijn Mes
1 version
Preprints & journals
34 papers in the corpus · 2006–2026Reward-Weighted Preference Optimization for Selective Combinatorial Optimization Problems2610.31239v1 · Haohui Zhang, Xinyu Hu, Wouter van Heeswijk et al.2026 · 0 citationsarXivon Valency
RELAGRAM: Recursive Latent Graph Model for the Capacitated Vehicle Routing Problem2610.15106v1 · Vladimir Kirill Bickov, Neil Yorke-Smith2026 · 0 citationsarXiv
Narcissus: Program Synthesis Using Context-Aware LLM Approximations2608.25657v1 · Tilman Hinnerichs, Sebastijan Dumancic, Neil Yorke-Smith2026 · 0 citationsarXiv
Solving Highly Constrained Multi-Objective Decision Problems with the IMAP-IGS Preference-Guided Metaheuristic Framework2607.17304v1 · L.J.K. Timp, N. Yorke-Smith, A.R.M Wolfert2026 · 0 citationsarXiv
Current Practices in Electricy Demand and Charging Scheduling for On-Road Electric Fleet Operations: An Industry-Wide Review2605.31396v1 · Joost Commandeur, Bart De Schutter, Neil Yorke-Smith2026 · 0 citationsarXiv
Scalable Decision-Focused Learning through Cost-Sensitive Regression2605.18005v1 · Noah Schutte, Senne Berden, Tias Guns et al.2026 · 0 citationsarXiv
Deep Learning--Accelerated Multi-Start Large Neighborhood Search for Real-time Freight Bundling2512.11187v1 · Haohui Zhang, Wouter van Heeswijk, Xinyu Hu et al.2025 · 0 citationsarXiv
Priors Matter: Addressing Misspecification in Bayesian Deep Q-Learning2508.21488v1 · Pascal R. van der Vaart, Neil Yorke-Smith, Matthijs T.J. Spaan2025 · 0 citationsarXiv
Distributionally Robust System Level Synthesis With Output Feedback Affine Control Policy2508.05466v2 · Yun Li, Jicheng Shi, Colin N. Jones et al.2025 · 0 citationsarXiv
Modelling Program Spaces in Program Synthesis with Constraints2508.00005v1 · Tilman Hinnerichs, Bart Swinkels, Jaap de Jong et al.2025 · 0 citationsarXiv
Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know'2505.04950v3 · Shireen Kudukkil Manchingal, Andrew Bradley, Julian F. P. Kooij et al.2025 · 1 citationarXiv
Sufficient Decision Proxies for Decision-Focused Learning2505.03953v3 · Noah Schutte, Grigorii Veviurko, Krzysztof Postek et al.2025 · 0 citationsProceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence, IJCAI-26, pages 2337-2345, 2026
Epistemic Wrapping for Uncertainty Quantification2505.02277v2 · Maryam Sultana, Neil Yorke-Smith, Kaizheng Wang et al.2025 · 0 citationsarXiv
Model Predictive Building Climate Control for Mitigating Heat Pump Noise Pollution (Extended Version)2504.04182v1 · Yun Li, Jicheng Shi, Colin N. Jones et al.2025 · 0 citationsarXiv
Generalized Decision Focused Learning under Imprecise Uncertainty--Theoretical Study2502.17984v2 · Keivan Shariatmadar, Neil Yorke-Smith, Ahmad Osman et al.2025 · 1 citationarXiv
How ex ante policy evaluation supports circular city development: Amsterdam's mass timber construction policy.39970660 · Bucci Ancapi, Felipe, Kleijweg, Marvin, Van den Berghe, Karel et al.2025 · 3 citationsJournal of environmental management. 2025;376:124516
On Data-Driven Robust Optimization With Multiple Uncertainty Subsets: Unified Uncertainty Set Representation and Mitigating Conservatism2502.11867v1 · Yun Li, Neil Yorke-Smith, Tamas Keviczky2025 · 1 citationarXiv
Learning optimal objective values for MILP2411.18321v1 · Lara Scavuzzo, Karen Aardal, Neil Yorke-Smith2024 · 1 citationarXiv
Machine learning augmented branch and bound for mixed integer linear programming.42602084 · Scavuzzo, Lara, Aardal, Karen, Lodi, Andrea et al.2026 · 34 citationsMathematical programming. 2026;217(1-2):123-166
Robust Optimal Control With Binary Adjustable Uncertainties2312.11251v1 · Yun Li, Neil Yorke-Smith, Tamas Keviczky2023 · 1 citationarXiv
Unlocking Energy Flexibility From Thermal Inertia of Buildings: A Robust Optimization Approach2312.05108v1 · Yun Li, Neil Yorke-Smith, Tamas Keviczky2023 · 6 citationsarXiv
Mixed-Integer Optimisation of Graph Neural Networks for Computer-Aided Molecular Design2312.01228v1 · Tom McDonald, Calvin Tsay, Artur M. Schweidtmann et al.2023 · 17 citationsarXiv
Robust Losses for Decision-Focused Learning2310.04328v2 · Noah Schutte, Krzysztof Postek, Neil Yorke-Smith2023 · 1 citationProceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, IJCAI-24, pages 4868-4875, 2024
Adaptive parallelization of multi-agent simulations with localized dynamics2304.01724v1 · Alexandru-Ionut Babeanu, Tatiana Filatova, Jan H. Kwakkel et al.2023 · 1 citationarXiv
Optimal training of integer-valued neural networks with mixed integer programming.36724189 · Thorbjarnarson, Tómas, Yorke-Smith, Neil2023 · 10 citationsPloS one. 2023;18(2):e0261029
Multi-Objective Linear Ensembles for Robust and Sparse Training of Few-Bit Neural Networks2212.03659v2 · Ambrogio Maria Bernardelli, Stefano Gualandi, Hoong Chuin Lau et al.2022 · 0 citationsarXiv
Learning to branch with Tree MDPs2205.11107v3 · Lara Scavuzzo, Feng Yang Chen, Didier Ch'etelat et al.2022 · 34 citationsarXiv
Machine Learning for Combinatorial Optimisation of Partially-Specified Problems: Regret Minimisation as a Unifying Lens2205.10157v1 · Stefano Teso, Laurens Bliek, Andrea Borghesi et al.2022 · 3 citationsarXiv
A Study of Learning Search Approximation in Mixed Integer Branch and Bound: Node Selection in SCIP2007.03948v2 · Kaan Yilmaz, Neil Yorke-Smith2020 · 28 citationsAI, volume 2, number 2, pages 150-178, 2021
Towards a Framework for Certification of Reliable Autonomous Systems2001.09124v1 · Michael Fisher, Viviana Mascardi, Kristin Yvonne Rozier et al.2020 · 90 citationsarXiv
Order Acceptance and Scheduling with Sequence-dependent Setup Times: a New Memetic Algorithm and Benchmark of the State of the Art1910.01982v1 · Lei He, Arthur Guijt, Mathijs de Weerdt et al.2019 · 35 citationsComputers & Industrial Engineering, volume 138, article 106102, 2019
Comparative analysis of knowledge representation and reasoning requirements across a range of life sciences textbooks.25785183 · Chaudhri, Vinay K, Elenius, Daniel, Goldenkranz, Andrew et al.2015 · 5 citationsJournal of biomedical semantics. 2014;5:51
Uncertainty in Soft Temporal Constraint Problems:A General Framework and Controllability Algorithms for the Fuzzy Case1110.2212v1 · F. Rossi, K. B. Venable, N. Yorke-Smith2011 · 34 citationsJournal Of Artificial Intelligence Research, Volume 27, pages 617-674, 2006
Certainty Closure: Reliable Constraint Reasoning with Incomplete or Erroneous Datacs/0601109v3 · Neil Yorke-Smith, Carmen Gervet2006 · 16 citationsACM Transactions on Computational Logic, volume 10, number 1, article 3, 2009
Career total: 326 works. 34 are in this corpus.
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