Radu Marinescu

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 48

Top Topics

Graphical Models

Credal Networks

Conformant Planning

Top Venues

Publications

Fábio Gagliardi Cozman, Radu Marinescu, Junkyu Lee, Alexander G. Gray, Ryan Riegel, Debarun Bhattacharjya
Markov conditions and factorization in logical credal networks. Int. J. Approx. Reason. 172 (2024)
Yufang Hou, Alessandra Pascale, Javier Carnerero-Cano, Tigran T. Tchrakian, Radu Marinescu, Elizabeth Daly, Inkit Padhi, Prasanna Sattigeri
WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia. CoRR (2024)
Debarun Bhattacharjya, Junkyu Lee, Don Joven Agravante, Balaji Ganesan, Radu Marinescu
Foundation Model Sherpas: Guiding Foundation Models through Knowledge and Reasoning. CoRR (2024)
Achille Fokoue, Ibrahim Abdelaziz, Maxwell Crouse, Shajith Ikbal, Akihiro Kishimoto, Guilherme Lima, Ndivhuwo Makondo, Radu Marinescu
An Ensemble Approach for Automated Theorem Proving Based on Efficient Name Invariant Graph Neural Representations. IJCAI (2023)
Bobak Pezeshki, Radu Marinescu, Alexander Ihler, Rina Dechter
Boosting AND/OR-based computational protein design: dynamic heuristics and generalizable UFO. UAI (2023)
Bobak Pezeshki, Radu Marinescu, Alexander Ihler, Rina Dechter
Boosting AND/OR-Based Computational Protein Design: Dynamic Heuristics and Generalizable UFO. CoRR (2023)
Radu Marinescu, Haifeng Qian, Alexander G. Gray, Debarun Bhattacharjya, Francisco Barahona, Tian Gao, Ryan Riegel
Approximate Inference in Logical Credal Networks. IJCAI (2023)
Daniel Karl I. Weidele, Shazia Afzal, Abel N. Valente, Cole Makuch, Owen Cornec, Long Vu, Dharmashankar Subramanian, Werner Geyer, Rahul Nair, Inge Vejsbjerg, Radu Marinescu, Paulito P. Palmes, Elizabeth M. Daly, Loraine Franke, Daniel Haehn
AutoDOViz: Human-Centered Automation for Decision Optimization. CoRR (2023)
Achille Fokoue, Ibrahim Abdelaziz, Maxwell Crouse, Shajith Ikbal, Akihiro Kishimoto, Guilherme Lima, Ndivhuwo Makondo, Radu Marinescu
An Ensemble Approach for Automated Theorem Proving Based on Efficient Name Invariant Graph Neural Representations. CoRR (2023)
Jasmina Gajcin, James McCarthy, Rahul Nair, Radu Marinescu, Elizabeth Daly, Ivana Dusparic
Iterative Reward Shaping Using Human Feedback for Correcting Reward Misspecification. ECAI (2023)
Daniel Karl I. Weidele, Shazia Afzal, Abel N. Valente, Cole Makuch, Owen Cornec, Long Vu, Dharmashankar Subramanian, Werner Geyer, Rahul Nair, Inge Vejsbjerg, Radu Marinescu, Paulito P. Palmes, Elizabeth M. Daly, Loraine Franke, Daniel Haehn
AutoDOViz: Human-Centered Automation for Decision Optimization. IUI (2023)
Radu Marinescu, Debarun Bhattacharjya, Junkyu Lee, Fabio Cozman, Alexander G. Gray
Credal Marginal MAP. NeurIPS (2023)
Jasmina Gajcin, James McCarthy, Rahul Nair, Radu Marinescu, Elizabeth Daly, Ivana Dusparic
Iterative Reward Shaping using Human Feedback for Correcting Reward Misspecification. CoRR (2023)
Radu Marinescu, Haifeng Qian, Alexander G. Gray, Debarun Bhattacharjya, Francisco Barahona, Tian Gao, Ryan Riegel, Pravinda Sahu
Logical Credal Networks. NeurIPS (2022)
Debarun Bhattacharjya, Radu Marinescu
Hedging as Reward Augmentation in Probabilistic Graphical Models. NeurIPS (2022)
James McCarthy, Rahul Nair, Elizabeth Daly, Radu Marinescu, Ivana Dusparic
Boolean Decision Rules for Reinforcement Learning Policy Summarisation. CoRR (2022)
Akihiro Kishimoto, Djallel Bouneffouf, Radu Marinescu, Parikshit Ram, Ambrish Rawat, Martin Wistuba, Paulito P. Palmes, Adi Botea
Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization. AAAI (2022)
Bobak Pezeshki, Radu Marinescu, Alexander T. Ihler, Rina Dechter
AND/OR branch-and-bound for computational protein design optimizing K. UAI (2022)
Adi Botea, Massimiliano Mattetti, Akihiro Kishimoto, Radu Marinescu, Elizabeth Daly
Counting Vertex-Disjoint Shortest Paths in Graphs. SOCS (2021)
Segev Wasserkrug, Radu Marinescu, Sergey Zeltyn, Evgeny Shindin, Yishai A. Feldman
Learning the Parameters of Bayesian Networks from Uncertain Data. AAAI (2021)
Junkyu Lee, Radu Marinescu, Rina Dechter
Submodel Decomposition Bounds for Influence Diagrams. AAAI (2021)
Radu Marinescu, Junkyu Lee, Rina Dechter
A New Bounding Scheme for Influence Diagrams. AAAI (2021)
Paulito P. Palmes, Akihiro Kishimoto, Radu Marinescu, Parikshit Ram, Elizabeth Daly
Designing Machine Learning Pipeline Toolkit for AutoML Surrogate Modeling Optimization. CoRR (2021)
Jasmina Gajcin, Rahul Nair, Tejaswini Pedapati, Radu Marinescu, Elizabeth Daly, Ivana Dusparic
Contrastive Explanations for Comparing Preferences of Reinforcement Learning Agents. CoRR (2021)
Haifeng Qian, Radu Marinescu, Alexander G. Gray, Debarun Bhattacharjya, Francisco Barahona, Tian Gao, Ryan Riegel, Pravinda Sahu
Logical Credal Networks. CoRR (2021)
Radu Marinescu, Akihiro Kishimoto, Parikshit Ram, Ambrish Rawat, Martin Wistuba, Paulito P. Palmes, Adi Botea
Searching for Machine Learning Pipelines Using a Context-Free Grammar. AAAI (2021)
Radu Marinescu, Akihiro Kishimoto, Adi Botea
Parallel AND/OR Search for Marginal MAP. AAAI (2020)
Nic Wilson, Radu Marinescu
An axiomatic framework for influence diagram computation with partially ordered preferences. Int. J. Approx. Reason. 125 (2020)
Junkyu Lee, Radu Marinescu, Rina Dechter
Heuristic AND/OR Search for Solving Influence Diagram. SOCS (2020)
Adi Botea, Akihiro Kishimoto, Radu Marinescu, Elizabeth M. Daly, Oznur Alkan
The Challenge of Optimal Paths in Graphs with Item Sets. ECAI (2020)
Radu Marinescu, Rina Dechter
Counting the Optimal Solutions in Graphical Models. NeurIPS (2019)
Adi Botea, Christian Muise, Shubham Agarwal, Oznur Alkan, Ondrej Bajgar, Elizabeth Daly, Akihiro Kishimoto, Luis A. Lastras, Radu Marinescu, Josef Ondrej, Pablo Pedemonte, Miroslav Vodolán
Generating Dialogue Agents via Automated Planning. CoRR (2019)
Radu Marinescu, Akihiro Kishimoto, Adi Botea, Rina Dechter, Alexander T. Ihler
Anytime Recursive Best-First Search for Bounding Marginal MAP. AAAI (2019)
Akihiro Kishimoto, Adi Botea, Radu Marinescu
Depth-First Memory-Limited AND/OR Search and Unsolvability in Cyclic Search Spaces. IJCAI (2019)
Junkyu Lee, Radu Marinescu, Alexander T. Ihler, Rina Dechter
A Weighted Mini-Bucket Bound for Solving Influence Diagram. UAI (2019)
Radu Marinescu, Rina Dechter, Alexander T. Ihler
Stochastic Anytime Search for Bounding Marginal MAP. IJCAI (2018)
Hao Cui, Radu Marinescu, Roni Khardon
From Stochastic Planning to Marginal MAP. NeurIPS (2018)
Adi Botea, Akihiro Kishimoto, Radu Marinescu
On the Complexity of Quantum Circuit Compilation. SOCS (2018)
Radu Marinescu, Junkyu Lee, Rina Dechter, Alexander T. Ihler
AND/OR Search for Marginal MAP. J. Artif. Intell. Res. 63 (2018)
Radu Marinescu, Junkyu Lee, Alexander T. Ihler, Rina Dechter
Anytime Best+Depth-First Search for Bounding Marginal MAP. AAAI (2017)
Radu Marinescu, Abdul Razak, Nic Wilson
Multi-Objective Influence Diagrams with Possibly Optimal Policies. AAAI (2017)
Masataro Asai, Akihiro Kishimoto, Adi Botea, Radu Marinescu, Elizabeth M. Daly, Spyros Kotoulas
Efficient Optimal Search under Expensive Edge Cost Computation. IJCAI (2017)
Natalia Flerova, Radu Marinescu, Rina Dechter
Weighted heuristic anytime search: new schemes for optimization over graphical models. Ann. Math. Artif. Intell. 79 (1-3) (2017)
Natalia Flerova, Radu Marinescu, Rina Dechter
Searching for the M Best Solutions in Graphical Models. J. Artif. Intell. Res. 55 (2016)
Spyros Kotoulas, Elizabeth Daly, Pierpaolo Tommasi, Akihiro Kishimoto, Vanessa López, Martin Stephenson, Adi Botea, Marco Luca Sbodio, Radu Marinescu, Ronan Rooney
Service Bundle Recommendation for Person-Centered Care Planning in Cities. MIE (2016)
Radu Marinescu, Akihiro Kishimoto, Adi Botea
Scalable Exact MAP Inference in Graphical Models. ECAI (2016)
Junkyu Lee, Radu Marinescu, Rina Dechter, Alexander T. Ihler
From Exact to Anytime Solutions for Marginal MAP. AAAI (2016)
Junkyu Lee, Radu Marinescu, Rina Dechter
Applying Search Based Probabilistic Inference Algorithms to Probabilistic Conformant Planning: Preliminary Results. ISAIM (2016)
Nic Wilson, Abdul Razak, Radu Marinescu
Computing Possibly Optimal Solutions for Multi-Objective Constraint Optimisation with Tradeoffs. IJCAI (2015)
Akihiro Kishimoto, Radu Marinescu, Adi Botea
Parallel Recursive Best-First AND/OR Search for Exact MAP Inference in Graphical Models. NIPS (2015)
Radu Marinescu, Rina Dechter, Alexander T. Ihler
Pushing Forward Marginal MAP with Best-First Search. IJCAI (2015)
Elizabeth M. Daly, Adi Botea, Akihiro Kishimoto, Radu Marinescu
Multi-criteria journey aware housing recommender system. RecSys (2014)
Natalia Flerova, Radu Marinescu, Rina Dechter
Weighted Best First Search for Graphical Models. ISAIM (2014)
Ban Kawas, Ali Koc, Marco Laumanns, Chungmok Lee, Radu Marinescu, Martin Mevissen, Nicole Taheri, Susara Van den Heever, Rudi Verago
Unified framework and toolkit for commerce optimization under uncertainty. IBM J. Res. Dev. 58 (5/6) (2014)
Junkyu Lee, Radu Marinescu, Rina Dechter
Applying Marginal MAP Search to Probabilistic Conformant Planning: Initial Results. AAAI Workshop: Statistical Relational Artificial Intelligence (2014)
Robert Mateescu, Rina Dechter, Radu Marinescu
AND/OR Multi-Valued Decision Diagrams (AOMDDs) for Graphical Models. CoRR (2014)
Natalia Flerova, Radu Marinescu, Rina Dechter
Evaluating Weighted DFS Branch and Bound over Graphical Models. SOCS (2014)
Radu Marinescu, Rina Dechter, Alexander T. Ihler
AND/OR Search for Marginal MAP. UAI (2014)
Akihiro Kishimoto, Radu Marinescu
Recursive Best-First AND/OR Search for Optimization in Graphical Models. UAI (2014)
Radu Marinescu, Abdul Razak, Nic Wilson
Multi-Objective Constraint Optimization with Tradeoffs. CP (2013)
Rina Dechter, Natalia Flerova, Radu Marinescu
Search Algorithms for m Best Solutions for Graphical Models. AAAI (2012)
Radu Marinescu, Abdul Razak, Nic Wilson
Multi-objective Influence Diagrams CoRR (2012)
Nic Wilson, Radu Marinescu
An Axiomatic Framework for Influence Diagram Computation with Partially Ordered Utilities. KR (2012)
Radu Marinescu, Kalev Kask, Rina Dechter
Systematic vs. Non-systematic Algorithms for Solving the MPE Task CoRR (2012)
Radu Marinescu, Nic Wilson
Order-of-Magnitude Influence Diagrams CoRR (2012)
Radu Marinescu, Rina Dechter
Best-First AND/OR Search for Most Probable Explanations CoRR (2012)
Radu Marinescu, Abdul Razak, Nic Wilson
Multi-objective Influence Diagrams. UAI (2012)
Radu Marinescu
Efficient Approximation Algorithms for Multi-objective Constraint Optimization. ADT (2011)
Radu Marinescu, Nic Wilson
Order-of-Magnitude Influence Diagrams. UAI (2011)
Radu Marinescu
Best-First vs. Depth-First AND/OR Search for Multi-objective Constraint Optimization. ICTAI (1) (2010)
Radu Marinescu, Rina Dechter
Evaluating the impact of AND/OR search on 0-1 integer linear programming. Constraints An Int. J. 15 (1) (2010)
Radu Marinescu, Rina Dechter
Memory intensive AND/OR search for combinatorial optimization in graphical models. Artif. Intell. 173 (16-17) (2009)
Ioannis M. Dokas, Richard J. Wallace, Radu Marinescu, Syed Imran, Franclin S. Foping
Towards a novel early warning service for state agencies: A feasibility study. ITEE (2009)
Radu Marinescu
Exploiting Problem Decomposition in Multi-objective Constraint Optimization. CP (2009)
Radu Marinescu, Rina Dechter
AND/OR Branch-and-Bound search for combinatorial optimization in graphical models. Artif. Intell. 173 (16-17) (2009)
Radu Marinescu
A New Approach to Influence Diagrams Evaluation. SGAI Conf. (2009)
Robert Mateescu, Rina Dechter, Radu Marinescu
AND/OR Multi-Valued Decision Diagrams (AOMDDs) for Graphical Models. J. Artif. Intell. Res. 33 (2008)
Rina Dechter, Lars Otten, Radu Marinescu
On the Practical Significance of Hypertree vs. TreeWidth. ECAI (2008)
Radu Marinescu, Rina Dechter
Best-First AND/OR Search for Graphical Models. AAAI (2007)
Radu Marinescu, Rina Dechter
Best-First AND/OR Search for Most Probable Explanations. UAI (2007)
Radu Marinescu, Rina Dechter
Best-First AND/OR Search for 0/1 Integer Programming. CPAIOR (2007)
Robert Mateescu, Radu Marinescu, Rina Dechter
AND/OR Multi-valued Decision Diagrams for Constraint Optimization. CP (2007)
Radu Marinescu, Rina Dechter
AND/OR Branch-and-Bound Search for Pure 0/1 Integer Linear Programming Problems. CPAIOR (2006)
Radu Marinescu, Rina Dechter
Memory Intensive Branch-and-Bound Search for Graphical Models. AAAI (2006)
Radu Marinescu, Rina Dechter
Dynamic Orderings for AND/OR Branch-and-Bound Search in Graphical Models. ECAI (2006)
Radu Marinescu, Rina Dechter
AND/OR Branch-and-Bound for Graphical Models. IJCAI (2005)
Radu Marinescu, Rina Dechter
AND/OR Branch-and-Bound for Solving Mixed Integer Linear Programming Problems. CP (2005)
Radu Marinescu, Kalev Kask, Rina Dechter
Systematic vs. Non-systematic Algorithms for Solving the MPE Task. UAI (2003)