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ORCIDAlvaro Henrique Chaim Correia
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2020 – today
- 2025
[c10]Dharmesh Tailor, Alvaro H. C. Correia, Eric T. Nalisnick, Christos Louizos:
Approximating Full Conformal Prediction for Neural Network Regression with Gauss-Newton Influence. ICLR 2025- 2024
- [c9]Alvaro H. C. Correia, Fabio Valerio Massoli, Christos Louizos, Arash Behboodi:
An Information Theoretic Perspective on Conformal Prediction. NeurIPS 2024 - [i8]Alvaro H. C. Correia, Fabio Valerio Massoli, Christos Louizos, Arash Behboodi:
An Information Theoretic Perspective on Conformal Prediction. CoRR abs/2405.02140 (2024) - 2023
- [c8]Alvaro H. C. Correia, Gennaro Gala, Erik Quaeghebeur
, Cassio P. de Campos, Robert Peharz:
Continuous Mixtures of Tractable Probabilistic Models. AAAI 2023: 7244-7252 - [c7]Alvaro H. C. Correia, Daniel E. Worrall, Roberto Bondesan:
Neural Simulated Annealing. AISTATS 2023: 4946-4962 - 2022
- [i7]Alvaro H. C. Correia, Daniel E. Worrall, Roberto Bondesan:
Neural Simulated Annealing. CoRR abs/2203.02201 (2022) - [i6]Alvaro H. C. Correia, Gennaro Gala, Erik Quaeghebeur, Cassio P. de Campos, Robert Peharz:
Continuous Mixtures of Tractable Probabilistic Models. CoRR abs/2209.10584 (2022) - 2020
- [c6]Alvaro Henrique Chaim Correia, James Cussens, Cassio P. de Campos:
On Pruning for Score-Based Bayesian Network Structure Learning. AISTATS 2020: 2709-2718 - [c5]Alvaro H. C. Correia, Robert Peharz, Cassio P. de Campos:
Joints in Random Forests. NeurIPS 2020 - [i5]Alvaro H. C. Correia, Robert Peharz, Cassio P. de Campos:
Joints in Random Forests. CoRR abs/2006.14937 (2020) - [i4]Alvaro H. C. Correia, Robert Peharz, Cassio P. de Campos:
Towards Robust Classification with Deep Generative Forests. CoRR abs/2007.05721 (2020)
2010 – 2019
- 2019
- [c4]Alvaro H. C. Correia, Freddy Lécué:
Human-in-the-Loop Feature Selection. AAAI 2019: 2438-2445 - [c3]Alvaro Henrique Chaim Correia, Cassio P. de Campos, Linda C. van der Gaag:
An Experimental Study of Prior Dependence in Bayesian Network Structure Learning. ISIPTA 2019: 78-81 - [c2]Alvaro H. C. Correia, Cassio P. de Campos:
Towards Scalable and Robust Sum-Product Networks. SUM 2019: 409-422 - [i3]Alvaro H. C. Correia, James Cussens, Cassio P. de Campos:
On Pruning for Score-Based Bayesian Network Structure Learning. CoRR abs/1905.09943 (2019) - 2018
- [c1]Alvaro Henrique Chaim Correia, Jorge Luiz Moreira Silva, Thiago de Castro Martins, Fábio Gagliardi Cozman:
A Fully Attention-Based Information Retriever. IJCNN 2018: 1-8 - [i2]Arthur Colombini Gusmão, Alvaro Henrique Chaim Correia, Glauber De Bona, Fábio Gagliardi Cozman:
Interpreting Embedding Models of Knowledge Bases: A Pedagogical Approach. CoRR abs/1806.09504 (2018) - [i1]Alvaro Henrique Chaim Correia, Jorge Luiz Moreira Silva, Thiago de Castro Martins, Fábio Gagliardi Cozman:
A Fully Attention-Based Information Retriever. CoRR abs/1810.09580 (2018)
Coauthor Index
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