Guillaume Perez

ScholarGPS® ID: 56562576894648

Affiliation

Cornell University, Ithaca, United States

Affiliation History

Field

Engineering and Computer Science

Discipline

Computer Science

Top Specialties

Artificial Intelligence

Metrics Summary

Publication Count

Predicted Citations

259

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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Generalized Confidence Constraints (journal article) Perez, Guillaume \| Malalel, Steve \| Glorian, Gael \| Jung, Victor \| Papadopoulos, Alexandre \| Pelleau, Marie \| Suijlen, Wijnand \| Régin, Jean-Charles \| Lallouet, Arnaud Proceedings of the AAAI Conference on Artificial Intelligence, volume 37, issue 4, pages 4078-4086 (2023). 10.1609/aaai.v37i4.25523 Cite \| Source
Efficient projection algorithms onto the weighted ℓ1 ball (journal article) Perez, Guillaume \| Ament, Sebastian \| Gomes, Carla \| Barlaud, Michel Artificial Intelligence, volume 306 (2022). 10.1016/j.artint.2022.103683 Cited by (1) \| Cite \| Source
A filtered bucket-clustering method for projection onto the simplex and the $$\ell _1$$ ball (journal article) Perez, Guillaume \| Barlaud, Michel \| Fillatre, Lionel \| Régin, Jean-Charles Mathematical Programming, volume 182, issue 1-2, pages 445-464 (2020). 10.1007/s10107-019-01401-3 Cited by (8) \| Cite \| Source
Reducing greenhouse gas emissions of Amazon hydropower with strategic dam planning (journal article) Almeida, Rafael M. \| Shi, Qinru \| Gomes-Selman, Jonathan M. \| Wu, Xiaojian \| Xue, Yexiang \| Angarita, Hector \| Barros, Nathan \| Forsberg, Bruce R. \| García-Villacorta, Roosevelt \| Hamilton, Stephen K. \| ... \| Flecker, Alexander S. Nature Communications, volume 10, issue 1 (2019). 10.1038/s41467-019-12179-5 Cited by (132) \| Cite \| Source
Parallel Algorithms for Operations on Multi-Valued Decision Diagrams (journal article) Perez, Guillaume \| Régin, Jean-Charles Proceedings of the AAAI Conference on Artificial Intelligence, volume 32, issue 1 (2018). 10.1609/aaai.v32i1.12210 Cite \| Source
An Efficient Relaxed Projection Method for Constrained Non-negative Matrix Factorization with Application to the Phase-Mapping Problem in Materials Science (book chapter) In Integration of Constraint Programming, Artificial Intelligence, and Operations Research Bai, Junwen \| Ament, Sebastian \| Perez, Guillaume \| Gregoire, John \| Gomes, Carla Springer International Publishing (2018) 10.1007/978-3-319-93031-2_4 Cited by (2) \| Cite \| Source
Objective as a Feature for Robust Search Strategies (book chapter) In Principles and Practice of Constraint Programming Palmieri, Anthony \| Perez, Guillaume Springer International Publishing (2018) 10.1007/978-3-319-98334-9_22 Cited by (2) \| Cite \| Source
Extending the Capacity of 1 / f Noise Generation (book chapter) In Principles and Practice of Constraint Programming Perez, Guillaume \| Rappazzo, Brendan \| Gomes, Carla Springer International Publishing (2018) 10.1007/978-3-319-98334-9_39 Cited by (2) \| Cite \| Source
Soft and Cost MDD Propagators (journal article) Perez, Guillaume \| Régin, Jean-Charles Proceedings of the AAAI Conference on Artificial Intelligence, volume 31, issue 1 (2017). 10.1609/aaai.v31i1.11130 Cited by (5) \| Cite \| Source
MDDs are Efficient Modeling Tools: An Application to Some Statistical Constraints (book chapter) In Integration of AI and OR Techniques in Constraint Programming Perez, Guillaume \| Régin, Jean-Charles Springer International Publishing (2017) 10.1007/978-3-319-59776-8_3 Cited by (2) \| Cite \| Source
MDDs: Sampling and Probability Constraints (book chapter) In Principles and Practice of Constraint Programming Perez, Guillaume \| Régin, Jean-Charles Springer International Publishing (2017) 10.1007/978-3-319-66158-2_15 Cited by (6) \| Cite \| Source
Constructions and In-Place Operations for MDDs Based Constraints (book chapter) In Integration of AI and OR Techniques in Constraint Programming Perez, Guillaume \| Régin, Jean-Charles Springer International Publishing (2016) 10.1007/978-3-319-33954-2_20 Cited by (6) \| Cite \| Source
Enforcing Structure on Temporal Sequences: The Allen Constraint (book chapter) In Principles and Practice of Constraint Programming Roy, Pierre \| Perez, Guillaume \| Régin, Jean-Charles \| Papadopoulos, Alexandre \| Pachet, François \| Marchini, Marco Springer International Publishing (2016) 10.1007/978-3-319-44953-1_49 Cited by (10) \| Cite \| Source
Improving GAC-4 for Table and MDD Constraints (book chapter) In Principles and Practice of Constraint Programming Perez, Guillaume \| Régin, Jean-Charles Springer International Publishing (2014) 10.1007/978-3-319-10428-7_44 Cited by (27) \| Cite \| Source \| Open Access