Radu Marinescu

Orcid: 0000-0002-7551-0414

Affiliations:
  • IBM Research, Dublin, Ireland
  • Cork Constraint Computation Centre, University College Cork, Cork, Ireland
  • University of California, Irvine, CA, USA


According to our database1, Radu Marinescu authored at least 76 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
Foundation Model Sherpas: Guiding Foundation Models through Knowledge and Reasoning.
CoRR, 2024

2023
Boosting AND/OR-based computational protein design: dynamic heuristics and generalizable UFO.
Proceedings of the Uncertainty in Artificial Intelligence, 2023

Credal Marginal MAP.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

AutoDOViz: Human-Centered Automation for Decision Optimization.
Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

An Ensemble Approach for Automated Theorem Proving Based on Efficient Name Invariant Graph Neural Representations.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Approximate Inference in Logical Credal Networks.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Iterative Reward Shaping Using Human Feedback for Correcting Reward Misspecification.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022
Boolean Decision Rules for Reinforcement Learning Policy Summarisation.
CoRR, 2022

AND/OR branch-and-bound for computational protein design optimizing K.
Proceedings of the Uncertainty in Artificial Intelligence, 2022

Hedging as Reward Augmentation in Probabilistic Graphical Models.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Logical Credal Networks.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Contrastive Explanations for Comparing Preferences of Reinforcement Learning Agents.
CoRR, 2021

Designing Machine Learning Pipeline Toolkit for AutoML Surrogate Modeling Optimization.
CoRR, 2021

Counting Vertex-Disjoint Shortest Paths in Graphs.
Proceedings of the Fourteenth International Symposium on Combinatorial Search, 2021

Learning the Parameters of Bayesian Networks from Uncertain Data.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Searching for Machine Learning Pipelines Using a Context-Free Grammar.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

A New Bounding Scheme for Influence Diagrams.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Submodel Decomposition Bounds for Influence Diagrams.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
An axiomatic framework for influence diagram computation with partially ordered preferences.
Int. J. Approx. Reason., 2020

Heuristic AND/OR Search for Solving Influence Diagram.
Proceedings of the Thirteenth International Symposium on Combinatorial Search, 2020

The Challenge of Optimal Paths in Graphs with Item Sets.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Parallel AND/OR Search for Marginal MAP.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Generating Dialogue Agents via Automated Planning.
CoRR, 2019

A Weighted Mini-Bucket Bound for Solving Influence Diagram.
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

Counting the Optimal Solutions in Graphical Models.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Depth-First Memory-Limited AND/OR Search and Unsolvability in Cyclic Search Spaces.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Anytime Recursive Best-First Search for Bounding Marginal MAP.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
AND/OR Search for Marginal MAP.
J. Artif. Intell. Res., 2018

On the Complexity of Quantum Circuit Compilation.
Proceedings of the Eleventh International Symposium on Combinatorial Search, 2018

From Stochastic Planning to Marginal MAP.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Stochastic Anytime Search for Bounding Marginal MAP.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017
Weighted heuristic anytime search: new schemes for optimization over graphical models.
Ann. Math. Artif. Intell., 2017

Efficient Optimal Search under Expensive Edge Cost Computation.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multi-Objective Influence Diagrams with Possibly Optimal Policies.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Anytime Best+Depth-First Search for Bounding Marginal MAP.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Searching for the M Best Solutions in Graphical Models.
J. Artif. Intell. Res., 2016

Service Bundle Recommendation for Person-Centered Care Planning in Cities.
Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016

Applying Search Based Probabilistic Inference Algorithms to Probabilistic Conformant Planning: Preliminary Results.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2016

Scalable Exact MAP Inference in Graphical Models.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

From Exact to Anytime Solutions for Marginal MAP.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Parallel Recursive Best-First AND/OR Search for Exact MAP Inference in Graphical Models.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Computing Possibly Optimal Solutions for Multi-Objective Constraint Optimisation with Tradeoffs.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Pushing Forward Marginal MAP with Best-First Search.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

2014
Unified framework and toolkit for commerce optimization under uncertainty.
IBM J. Res. Dev., 2014

Recursive Best-First AND/OR Search for Optimization in Graphical Models.
Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014

AND/OR Search for Marginal MAP.
Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014

Evaluating Weighted DFS Branch and Bound over Graphical Models.
Proceedings of the Seventh Annual Symposium on Combinatorial Search, 2014

Multi-criteria journey aware housing recommender system.
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Weighted Best First Search for Graphical Models.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2014

Applying Marginal MAP Search to Probabilistic Conformant Planning: Initial Results.
Proceedings of the Statistical Relational Artificial Intelligence, 2014

2013
Multi-Objective Constraint Optimization with Tradeoffs.
Proceedings of the Principles and Practice of Constraint Programming, 2013

2012
Multi-objective Influence Diagrams.
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012

An Axiomatic Framework for Influence Diagram Computation with Partially Ordered Utilities.
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Thirteenth International Conference, 2012

Search Algorithms for m Best Solutions for Graphical Models.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Order-of-Magnitude Influence Diagrams.
Proceedings of the UAI 2011, 2011

Efficient Approximation Algorithms for Multi-objective Constraint Optimization.
Proceedings of the Algorithmic Decision Theory - Second International Conference, 2011

2010
Evaluating the impact of AND/OR search on 0-1 integer linear programming.
Constraints An Int. J., 2010

Best-First vs. Depth-First AND/OR Search for Multi-objective Constraint Optimization.
Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010

2009
Memory intensive AND/OR search for combinatorial optimization in graphical models.
Artif. Intell., 2009

AND/OR Branch-and-Bound search for combinatorial optimization in graphical models.
Artif. Intell., 2009

A New Approach to Influence Diagrams Evaluation.
Proceedings of the Research and Development in Intelligent Systems XXVI, 2009

Towards a novel early warning service for state agencies: A feasibility study.
Proceedings of the Information Technologies in Environmental Engineering, 2009

Exploiting Problem Decomposition in Multi-objective Constraint Optimization.
Proceedings of the Principles and Practice of Constraint Programming, 2009

2008
AND/OR Multi-Valued Decision Diagrams (AOMDDs) for Graphical Models.
J. Artif. Intell. Res., 2008

On the Practical Significance of Hypertree vs. TreeWidth.
Proceedings of the ECAI 2008, 2008

2007
Best-First AND/OR Search for Most Probable Explanations.
Proceedings of the UAI 2007, 2007

Best-First AND/OR Search for 0/1 Integer Programming.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2007

AND/OR Multi-valued Decision Diagrams for Constraint Optimization.
Proceedings of the Principles and Practice of Constraint Programming, 2007

Best-First AND/OR Search for Graphical Models.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Dynamic Orderings for AND/OR Branch-and-Bound Search in Graphical Models.
Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006

AND/OR Branch-and-Bound Search for Pure 0/1 Integer Linear Programming Problems.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2006

Memory Intensive Branch-and-Bound Search for Graphical Models.
Proceedings of the Proceedings, 2006

2005
AND/OR Branch-and-Bound for Graphical Models.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

AND/OR Branch-and-Bound for Solving Mixed Integer Linear Programming Problems.
Proceedings of the Principles and Practice of Constraint Programming, 2005

2003
Systematic vs. Non-systematic Algorithms for Solving the MPE Task.
Proceedings of the UAI '03, 2003


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