Miguel Á. Carreira-Perpiñán
Orcid: 0000-0003-3297-9375
According to our database1,
Miguel Á. Carreira-Perpiñán
authored at least 131 papers
between 1998 and 2024.
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On csauthors.net:
Bibliography
2024
Sparse oblique decision trees: a tool to understand and manipulate neural net features.
Data Min. Knowl. Discov., September, 2024
MARS: Multi-radio Architecture with Radio Selection using Decision Trees for emerging mesoscale CPS/IoT applications.
CoRR, 2024
A Machine Learning-based Approach for Solving Recurrence Relations and its use in Cost Analysis of Logic Programs.
CoRR, 2024
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Beyond the ROC Curve: Classification Trees Using Cost-Optimal Curves, with Application to Imbalanced Datasets.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
Inverse classification with logistic and softmax classifiers: efficient optimization.
CoRR, 2023
Solving Recurrence Relations using Machine Learning, with Application to Cost Analysis.
Proceedings of the Proceedings 39th International Conference on Logic Programming, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Semi-Supervised Learning with Decision Trees: Graph Laplacian Tree Alternating Optimization.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Sparse Oblique Decision Trees: A Tool to Interpret Natural Language Processing Datasets.
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Exploring the Effect of ℓ0/ℓ2 Regularization in Neural Network Pruning using the LC Toolkit.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Pushing the Envelope of Gradient Boosting Forests via Globally-Optimized Oblique Trees.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
Model compression as constrained optimization, with application to neural nets. Part V: combining compressions.
CoRR, 2021
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
More General and Effective Model Compression via an Additive Combination of Compressions.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
An Empirical Comparison of Quantization, Pruning and Low-rank Neural Network Compression using the LC Toolkit.
Proceedings of the International Joint Conference on Neural Networks, 2021
Improved Multiclass Adaboost For Image Classification: The Role Of Tree Optimization.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
A Simple, Effective Way To Improve Neural Net Classification: Ensembling Unit Activations With A Sparse Oblique Decision Tree.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Beyond Flops In Low-Rank Compression Of Neural Networks: Optimizing Device-Specific Inference Runtime.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Understanding And Manipulating Neural Net Features Using Sparse Oblique Classification Trees.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Optimal Selection of Matrix Shape and Decomposition Scheme for Neural Network Compression.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the 31st Data Compression Conference, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
A flexible, extensible software framework for model compression based on the LC algorithm.
CoRR, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Ensembles of Bagged TAO Trees Consistently Improve over Random Forests, AdaBoost and Gradient Boosting.
Proceedings of the FODS '20: ACM-IMS Foundations of Data Science Conference, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
ACM Trans. Sens. Networks, 2019
CoRR, 2019
Parmac: Distributed Optimisation Of Nested Functions, With Application To Learning Binary Autoencoders.
Proceedings of the Second Conference on Machine Learning and Systems, SysML 2019, 2019
2018
Alternating optimization of decision trees, with application to learning sparse oblique trees.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 17th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
2017
Model compression as constrained optimization, with application to neural nets. Part II: quantization.
CoRR, 2017
Model compression as constrained optimization, with application to neural nets. Part I: general framework.
CoRR, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 15th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
2015
CoRR, 2015
Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
2014
ACM Trans. Sens. Networks, 2014
CoRR, 2014
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
ACM Trans. Sens. Networks, 2013
Projection onto the probability simplex: An efficient algorithm with a simple proof, and an application.
CoRR, 2013
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013
Quick construction of data-driven models of the short-term behavior of wireless links.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
2012
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
2011
Proceedings of the BuildSys 2011, 2011
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
Proceedings of the 10th International Conference on Information Processing in Sensor Networks, 2011
Proceedings of the IJCAI 2011, 2011
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
2010
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
Proceedings of the 7th International Conference on Embedded Networked Sensor Systems, 2009
Proceedings of the 7th International Conference on Embedded Networked Sensor Systems, 2009
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009
Optimizing Visual Feature Perception for an Automatic Wearable Speech Supplement in Face-to-Face Communication and Classroom Situations.
Proceedings of the 42st Hawaii International International Conference on Systems Science (HICSS-42 2009), 2009
2008
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008
IGlasses: an automatic wearable speech supplementin face-to-face communication and classroom situations.
Proceedings of the 10th International Conference on Multimodal Interfaces, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
2007
IEEE Trans. Pattern Anal. Mach. Intell., 2007
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007
An empirical investigation of the nonuniqueness in the acoustic-to-articulatory mapping.
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Proceedings of the Machine Learning, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
2005
Proceedings of the Intelligent Data Engineering and Automated Learning, 2005
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005
2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
2003
Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003
2002
2001
Continuous latent variable models for dimensionality reduction and sequential data reconstruction.
PhD thesis, 2001
2000
IEEE Trans. Pattern Anal. Mach. Intell., 2000
Practical Identifiability of Finite Mixtures of Multivariate Bernoulli Distributions.
Neural Comput., 2000
1999
Reconstruction of Sequential Data with Probabilistic Models and Continuity Constraints.
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
1998
Speech Commun., 1998