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Alvaro Henrique Chaim Correia

Alvaro H. C. Correia

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2020 – today

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2023
[c8]
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  - conf/aaai/CorreiaGQCP23
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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]
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Alvaro H. C. Correia, Daniel E. Worrall, Roberto Bondesan:
Neural Simulated Annealing. AISTATS 2023: 4946-4962
2022
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  - journals/corr/abs-2203-02201
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Alvaro H. C. Correia, Daniel E. Worrall, Roberto Bondesan:
Neural Simulated Annealing. CoRR abs/2203.02201 (2022)
[i6]
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  - journals/corr/abs-2209-10584
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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
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Alvaro Henrique Chaim Correia, James Cussens, Cassio P. de Campos:
On Pruning for Score-Based Bayesian Network Structure Learning. AISTATS 2020: 2709-2718
[c5]
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Alvaro H. C. Correia, Robert Peharz, Cassio P. de Campos:
Joints in Random Forests. NeurIPS 2020
[i5]
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  - journals/corr/abs-2006-14937
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Alvaro H. C. Correia, Robert Peharz, Cassio P. de Campos:
Joints in Random Forests. CoRR abs/2006.14937 (2020)
[i4]
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  - journals/corr/abs-2007-05721
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Alvaro H. C. Correia, Robert Peharz, Cassio P. de Campos:
Towards Robust Classification with Deep Generative Forests. CoRR abs/2007.05721 (2020)

2010 – 2019

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2019
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Alvaro H. C. Correia, Freddy Lécué:
Human-in-the-Loop Feature Selection. AAAI 2019: 2438-2445
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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
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Alvaro H. C. Correia, Cassio P. de Campos:
Towards Scalable and Robust Sum-Product Networks. SUM 2019: 409-422
[i3]
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  - journals/corr/abs-1905-09943
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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
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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
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  - journals/corr/abs-1806-09504
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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]
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  - journals/corr/abs-1810-09580
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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)

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