Weiran Wang

Chao Wang

Proceedings of the Interspeech 2020, 2020

Unsupervised Pre-Training of Bidirectional Speech Encoders via Masked Reconstruction.

[BibT_eX]

[DOI]

Qingming Tang

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Raw Waveform Based End-to-end Deep Convolutional Network for Spatial Localization of Multiple Acoustic Sources.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Comparison of Pooling Methods on LSTM Models for Rare Acoustic Event Classification.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Stochastic Canonical Correlation Analysis.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2019

Everything old is new again: A multi-view learning approach to learning using privileged information and distillation.

[BibT_eX]

[DOI]

CoRR, 2019

The Faster Detection and Recognition of Traffic Signs Based on CNN.

[BibT_eX]

[DOI]

Jingyu Wang

Anliang Zhou

Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

Stochastic Nonconvex Optimization with Large Minibatches.

[BibT_eX]

[DOI]

Nathan Srebro

Proceedings of the Algorithmic Learning Theory, 2019

Multimodal and Multi-view Models for Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Distributed Stochastic Multi-Task Learning with Graph Regularization.

[BibT_eX]

[DOI]

CoRR, 2018

A Simple Model for Detection of Rare Sound Events.

[BibT_eX]

[DOI]

Chieh-Chi Kao

Chao Wang

Proceedings of the Interspeech 2018, 2018

R-CRNN: Region-based Convolutional Recurrent Neural Network for Audio Event Detection.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2018, 2018

A novel stock evaluation index based on public opinion analysis.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Identification, 2018

Acoustic Feature Learning Using Cross-Domain Articulatory Measurements.

[BibT_eX]

[DOI]

Qingming Tang

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Efficient coordinate-wise leading eigenvector computation.

[BibT_eX]

[DOI]

Proceedings of the Algorithmic Learning Theory, 2018

2017

Lexicon-free fingerspelling recognition from video: Data, models, and signer adaptation.

[BibT_eX]

[DOI]

Gregory Shakhnarovich

Diane Brentari

Comput. Speech Lang., 2017

Acoustic Feature Learning via Deep Variational Canonical Correlation Analysis.

[BibT_eX]

[DOI]

Qingming Tang

Proceedings of the Interspeech 2017, 2017

Multi-view Recurrent Neural Acoustic Word Embeddings.

[BibT_eX]

[DOI]

Wanjia He

Proceedings of the 5th International Conference on Learning Representations, 2017

Memory and Communication Efficient Distributed Stochastic Optimization with Minibatch Prox.

[BibT_eX]

[DOI]

Jialei Wang

Nathan Srebro

Proceedings of the 30th Conference on Learning Theory, 2017

2016

Globally Convergent Stochastic Optimization for Canonical Correlation Analysis.

[BibT_eX]

[DOI]

Jialei Wang

Nathan Srebro

CoRR, 2016

Deep Variational Canonical Correlation Analysis.

[BibT_eX]

[DOI]

Honglak Lee

CoRR, 2016

Large-Scale Approximate Kernel Canonical Correlation Analysis.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Learning Representations, 2016

On Deep Multi-View Representation Learning: Objectives and Optimization.

[BibT_eX]

[DOI]

CoRR, 2016

On Column Selection in Approximate Kernel Canonical Correlation Analysis.

[BibT_eX]

[DOI]

CoRR, 2016

Network Inference by Learned Node-Specific Degree Prior.

[BibT_eX]

[DOI]

CoRR, 2016

End-to-end training approaches for discriminative segmental models.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

Efficient Globally Convergent Stochastic Optimization for Canonical Correlation Analysis.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Triphone State-Tying via Deep Canonical Correlation Analysis.

[BibT_eX]

[DOI]

Hao Tang

Proceedings of the Interspeech 2016, 2016

Efficient Segmental Cascades for Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2016, 2016

Nonparametric Canonical Correlation Analysis.

[BibT_eX]

[DOI]

Tomer Michaeli

Proceedings of the 33nd International Conference on Machine Learning, 2016

Deep convolutional acoustic word embeddings using word-pair side information.

[BibT_eX]

[DOI]

Herman Kamper

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Signer-independent fingerspelling recognition with deep neural network adaptation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Projection onto the capped simplex.

[BibT_eX]

[DOI]

Canyi Lu

CoRR, 2015

An O(n log n) projection operator for weighted ℓ<sub>1</sub>-norm regularization with sum constraint.

[BibT_eX]

[DOI]

CoRR, 2015

Deep Multilingual Correlation for Improved Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

On Deep Multi-View Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Machine Learning, 2015

Unsupervised learning of acoustic features via deep canonical correlation analysis.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Discriminative segmental cascades for feature-rich phone recognition.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

Stochastic optimization for deep CCA via nonlinear orthogonal iterations.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014

The Laplacian K-modes algorithm for clustering.

[BibT_eX]

[DOI]

CoRR, 2014

The role of dimensionality reduction in linear classification.

[BibT_eX]

[DOI]

CoRR, 2014

Reconstruction of articulatory measurements with smoothed low-rank matrix completion.

[BibT_eX]

[DOI]

Raman Arora

Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

Distributed optimization of deeply nested systems.

[BibT_eX]

[DOI]

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

The Role of Dimensionality Reduction in Classification.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

LASS: A Simple Assignment Model with Laplacian Smoothing.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Mean-shift algorithms for manifold denoising, matrix completion and clustering.

[BibT_eX]

[DOI]

PhD thesis, 2013

The K-modes algorithm for clustering

[BibT_eX]

[DOI]

CoRR, 2013

Projection onto the probability simplex: An efficient algorithm with a simple proof, and an application.

[BibT_eX]

[DOI]

CoRR, 2013

2012

Nonlinear low-dimensional regression using auxiliary coordinates.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

2011

Performance Measurement of Service Oriented Enterprise: An EVA-Based Approach.

[BibT_eX]

[DOI]

Yushun Fan

J. Comput., 2011

A Denoising View of Matrix Completion.

[BibT_eX]

[DOI]

Zhengdong Lu

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

2010

Manifold blurring mean shift algorithms for manifold denoising.

[BibT_eX]

[DOI]