Felipe Maia Polo

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Covariate Shift

Conditional Independence

Top Venues

Neural Comput. Appl.

Publications

Felipe Maia Polo, Lucas Weber, Leshem Choshen, Yuekai Sun, Gongjun Xu, Mikhail Yurochkin
tinyBenchmarks: evaluating LLMs with fewer examples. CoRR (2024)
Hongyi Wang, Felipe Maia Polo, Yuekai Sun, Souvik Kundu, Eric P. Xing, Mikhail Yurochkin
Fusing Models with Complementary Expertise. ICLR (2024)
Seamus Somerstep, Felipe Maia Polo, Moulinath Banerjee, Yaacov Ritov, Mikhail Yurochkin, Yuekai Sun
A statistical framework for weak-to-strong generalization. CoRR (2024)
Felipe Maia Polo, Ronald Xu, Lucas Weber, Mírian Silva, Onkar Bhardwaj, Leshem Choshen, Allysson Flavio Melo de Oliveira, Yuekai Sun, Mikhail Yurochkin
Efficient multi-prompt evaluation of LLMs. CoRR (2024)
Felipe Maia Polo, Renato Vicente
Effective sample size, dimensionality, and generalization in covariate shift adaptation. Neural Comput. Appl. 35 (25) (2023)
Hongyi Wang, Felipe Maia Polo, Yuekai Sun, Souvik Kundu, Eric P. Xing, Mikhail Yurochkin
Fusing Models with Complementary Expertise. CoRR (2023)
Felipe Maia Polo, Mikhail Yurochkin, Moulinath Banerjee, Subha Maity, Yuekai Sun
Estimating Fréchet bounds for validating programmatic weak supervision. CoRR (2023)
Felipe Maia Polo, Yuekai Sun, Moulinath Banerjee
Conditional independence testing under model misspecification. CoRR (2023)
Felipe Maia Polo, Rafael Izbicki, Evanildo G. Lacerda Jr., Juan Pablo Ibieta-Jimenez, Renato Vicente
A unified framework for dataset shift diagnostics. Inf. Sci. 649 (2023)
Felipe Maia Polo, Yuekai Sun, Moulinath Banerjee
Conditional independence testing under misspecified inductive biases. NeurIPS (2023)
Felipe Maia Polo, Rafael Izbicki, Evanildo Gomes Lacerda Jr., Juan Pablo Ibieta-Jimenez, Renato Vicente
A unified framework for dataset shift diagnostics. CoRR (2022)
Carmen Melo Toledo, Guilherme Mendes Bassedon, Jonathan Batista Ferreira, Lucka de Godoy Gianvechio, Carlos Guatimosim, Felipe Maia Polo, Renato Vicente
Effects of personality traits in predicting grade retention of Brazilian students. CoRR (2021)
Felipe Maia Polo, Itamar Ciochetti, Emerson Bertolo
Predicting legal proceedings status: approaches based on sequential text data. ICAIL (2021)
Felipe Maia Polo, Gabriel Caiaffa Floriano Mendonça, Kauê Capellato J. Parreira, Lucka de Godoy Gianvechio, Peterson Cordeiro, Jonathan Batista Ferreira, Leticia Maria Paz de Lima, Antônio Carlos do Amaral Maia, Renato Vicente
LegalNLP - Natural Language Processing methods for the Brazilian Legal Language. CoRR (2021)
Felipe Maia Polo, Renato Vicente
Covariate Shift Adaptation in High-Dimensional and Divergent Distributions. CoRR (2020)
Felipe Maia Polo, Itamar Ciochetti, Emerson Bertolo
Predicting Legal Proceedings Status: an Approach Based on Sequential Text Data. CoRR (2020)