Minmin Chen

According to our database1, Minmin Chen
  • authored at least 25 papers between 2008 and 2017.
  • has a "Dijkstra number"2 of four.

Timeline

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Links

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Bibliography

2017
MinimalRNN: Toward More Interpretable and Trainable Recurrent Neural Networks.
CoRR, 2017

Efficient Vector Representation for Documents through Corruption.
CoRR, 2017

2015
Marginalizing stacked linear denoising autoencoders.
Journal of Machine Learning Research, 2015

Marginalized Denoising for Link Prediction and Multi-Label Learning.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Classifier cascades and trees for minimizing feature evaluation cost.
Journal of Machine Learning Research, 2014

Marginalizing Corrupted Features.
CoRR, 2014

Marginalized Denoising Auto-encoders for Nonlinear Representations.
Proceedings of the 31th International Conference on Machine Learning, 2014

2013
An alternative text representation to TF-IDF and Bag-of-Words
CoRR, 2013

Cost-Sensitive Tree of Classifiers.
Proceedings of the 30th International Conference on Machine Learning, 2013

Learning with Marginalized Corrupted Features.
Proceedings of the 30th International Conference on Machine Learning, 2013

Fast Image Tagging.
Proceedings of the 30th International Conference on Machine Learning, 2013

2012
Classifier Cascade for Minimizing Feature Evaluation Cost.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Cost-Sensitive Tree of Classifiers
CoRR, 2012

Marginalized Denoising Autoencoders for Domain Adaptation
CoRR, 2012

Marginalized Denoising Autoencoders for Domain Adaptation.
Proceedings of the 29th International Conference on Machine Learning, 2012

From sBoW to dCoT marginalized encoders for text representation.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Early Deterioration Warning for Hospitalized Patients by Mining Clinical Data.
IJKDB, 2011

Co-Training for Domain Adaptation.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Automatic Feature Decomposition for Single View Co-training.
Proceedings of the 28th International Conference on Machine Learning, 2011

Medical Data Mining for Early Deterioration Warning in General Hospital Wards.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Improving context-aware query classification via adaptive self-training.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Extended duality for nonlinear programming.
Comp. Opt. and Appl., 2010

2009
Constrained optimization for validation-guided conditional random field learning.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Gradient-Based Feature Selection for Conditional Random Fields and its Applications in Computational Genetics.
Proceedings of the ICTAI 2009, 2009

2008
CRF-OPT: An Efficient High-Quality Conditional Random Field Solver.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008


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