Cláudio P. Santiago

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 8

Top Venues

CoRR

NeurIPS

J. Glob. Optim.

ICML

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Mikel Landajuela, Chak Shing Lee, Jiachen Yang, Ruben Glatt, Cláudio P. Santiago, Ignacio Aravena, Terrell Nathan Mundhenk, Garrett Mulcahy, Brenden K. Petersen
A Unified Framework for Deep Symbolic Regression. NeurIPS (2022)
T. Nathan Mundhenk, Mikel Landajuela, Ruben Glatt, Cláudio P. Santiago, Daniel M. Faissol, Brenden K. Petersen
Symbolic Regression via Neural-Guided Genetic Programming Population Seeding. CoRR (2021)
Mikel Landajuela Larma, Brenden K. Petersen, Sookyung Kim, Cláudio P. Santiago, Ruben Glatt, T. Nathan Mundhenk, Jacob F. Pettit, Daniel Faissol
Discovering symbolic policies with deep reinforcement learning. ICML (2021)
T. Nathan Mundhenk, Mikel Landajuela, Ruben Glatt, Cláudio P. Santiago, Daniel M. Faissol, Brenden K. Petersen
Symbolic Regression via Deep Reinforcement Learning Enhanced Genetic Programming Seeding. NeurIPS (2021)
Mikel Landajuela Larma, Brenden K. Petersen, Soo K. Kim, Cláudio P. Santiago, Ruben Glatt, T. Nathan Mundhenk, Jacob F. Pettit, Daniel M. Faissol
Improving exploration in policy gradient search: Application to symbolic optimization. CoRR (2021)
Brenden K. Petersen, Cláudio P. Santiago, Mikel Landajuela Larma
Incorporating domain knowledge into neural-guided search. CoRR (2021)
Cláudio P. Santiago, Sérgio Assunção Monteiro, Helder Inácio, Nelson Maculan, Maria Helena Jardim
An efficient algorithm for the projection of a point on the intersection of two hyperplanes and a box in \(\mathbb {R}^n\). EURO J. Comput. Optim. 7 (2) (2019)
Cláudio P. Santiago, Carlile Lavor, Sérgio Assunção Monteiro, Alberto Krone-Martins
A new algorithm for the small-field astrometric point-pattern matching problem. J. Glob. Optim. 72 (1) (2018)

Cláudio P. Santiago.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Cláudio P. Santiago