Alexandre Passos
Alexandre Passos
Google research
Verified email at cs.umass.edu - Homepage
TitleCited byYear
Scikit-learn: Machine learning in Python
F Pedregosa, G Varoquaux, A Gramfort, V Michel, B Thirion, O Grisel, ...
Journal of machine learning research 12 (Oct), 2825-2830, 2011
194622011
Efficient non-parametric estimation of multiple embeddings per word in vector space
A Neelakantan, J Shankar, A Passos, A McCallum
arXiv preprint arXiv:1504.06654, 2015
2942015
Lexicon infused phrase embeddings for named entity resolution
A Passos, V Kumar, A McCallum
arXiv preprint arXiv:1404.5367, 2014
1892014
Large scale distributed neural network training through online distillation
R Anil, G Pereyra, A Passos, R Ormandi, GE Dahl, GE Hinton
arXiv preprint arXiv:1804.03235, 2018
522018
Flexible modeling of latent task structures in multitask learning
A Passos, P Rai, J Wainer, H Daume III
arXiv preprint arXiv:1206.6486, 2012
412012
Rameau: a System for Automatic harmonic Analysis.
P Kröger, A Passos, M Sampaio, G De Cidra
ICMC, 2008
232008
Learning soft linear constraints with application to citation field extraction
S Anzaroot, A Passos, D Belanger, A McCallum
arXiv preprint arXiv:1403.1349, 2014
122014
Wordnet-based metrics do not seem to help document clustering
A Passos, J Wainer
Proc. of the of the II Workshop on Web and Text Intelligente, SأŁ o Carlos …, 2009
112009
MAP Inference in Chains Using Column Generation
D Belanger, A Passos, S Riedel, A McCallum
Neural Information Processing Systems, 2012
92012
Universal Schema for Slot Filling and Cold Start: UMass IESL at TACKBP 2013.
S Singh, L Yao, D Belanger, A Kobren, S Anzaroot, M Wick, A Passos, ...
TAC, 2013
52013
Optimization and learning in factorie
A Passos, L Vilnis, A McCallum
NIPS Workshop on Optimization for Machine Learning (OPT), 2013
42013
Message Passing for Soft Constraint Dual Decomposition.
D Belanger, A Passos, S Riedel, A McCallum
UAI, 62-71, 2014
32014
Functional harmonic analysis and computational musicology in Rameau
A Passos, M Sampaio, P Kröger, G De Cidra
Proceedings of the 12th Brazilian Symposium on Computer Music (SBMC), 2009
32009
Tensorflow eager: A multi-stage, python-embedded dsl for machine learning
A Agrawal, AN Modi, A Passos, A Lavoie, A Agarwal, A Shankar, ...
arXiv preprint arXiv:1903.01855, 2019
22019
Correlations and anticorrelations in lda inference
A Passos, HM Wallach, A McCallum
University of Massachusetts-Amherst 37 (5), 548-555, 2011
22011
A penny for your thoughts? The value of information in recommendation systems
A Passos, J van Gael, R Herbrich, U Paquet
NIPS 2011 Workshop on Bayesian optimization, experimental design, and bandits, 2011
22011
What do you know? A topic-model approach to authority identification
A Passos, J Wainer, A Haghighi
NIPS 2010 Workshop on Computational Social Science and the Wisdom of the Crowds, 2010
22010
Faster Neural Network Training with Data Echoing
D Choi, A Passos, CJ Shallue, GE Dahl
arXiv preprint arXiv:1907.05550, 2019
12019
Speeding up MAP with Column Generation and Block Regularization
D Belanger, A Passos, S Riedel, A McCallum
Proc. of the ICML Workshop on Inferning: Interactions Between Inference and …, 2012
12012
Musicologia computacional aplicada ŕ análise dos corais de bach
P Kröger, A Passos, M Sampaio, G de Cidra, N de Souza Ourives, ...
Anais do XVIII Congresso da ANPPOM, 2008
12008
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Articles 1–20