Stephen M. Chu

Affiliations:
  • IBM Research, Thomas J. Watson Research Center, Yorktown Heights, USA


According to our database1, Stephen M. Chu authored at least 69 papers between 1996 and 2021.

Collaborative distances:

Timeline

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Bibliography

2021
Mixture Matrix Approximation for Collaborative Filtering.
IEEE Trans. Knowl. Data Eng., 2021

NeuSE: A Neural Snapshot Ensemble Method for Collaborative Filtering.
ACM Trans. Knowl. Discov. Data, 2021

2019
Collaborative Filtering with Noisy Ratings.
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

Transferable AutoML by Model Sharing Over Grouped Datasets.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Collaborative Filtering with Stability.
CoRR, 2018

AdaError: An Adaptive Learning Rate Method for Matrix Approximation-based Collaborative Filtering.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Stable Matrix Approximation for Top-N Recommendation on Implicit Feedback Data.
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

2017
Mixture-Rank Matrix Approximation for Collaborative Filtering.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Modeling the Intensity Function of Point Process Via Recurrent Neural Networks.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

On Predictive Patent Valuation: Forecasting Patent Citations and Their Types.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

ERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

GLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Multi-Graph Matching via Affinity Optimization with Graduated Consistency Regularization.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

On Modeling and Predicting Individual Paper Citation Count over Time.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

MPMA: Mixture Probabilistic Matrix Approximation for Collaborative Filtering.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

A constrained clustering based approach for matching a collection of feature sets.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Low-Rank Matrix Approximation with Stability.
Proceedings of the 33nd International Conference on Machine Learning, 2016

2015
Consistency-Driven Alternating Optimization for Multigraph Matching: A Unified Approach.
IEEE Trans. Image Process., 2015

A General Multi-Graph Matching Approach via Graduated Consistency-regularized Boosting.
CoRR, 2015

Sales pipeline win propensity prediction: A regression approach.
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

A Matrix Decomposition Perspective to Multiple Graph Matching.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Discrete hyper-graph matching.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

On Machine Learning towards Predictive Sales Pipeline Analytics.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Multi-View Point Registration via Alternating Optimization.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Automatic Speech Recognition.
Proceedings of the Natural Language Processing of Semitic Languages, 2014

Graduated Consistency-Regularized Optimization for Multi-graph Matching.
Proceedings of the Computer Vision - ECCV 2014, 2014

2013
Joint Optimization for Consistent Multiple Graph Matching.
Proceedings of the IEEE International Conference on Computer Vision, 2013

2012
Partially Supervised Speaker Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Improving arabic broadcast transcription using automatic topic clustering.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Performance prediction and shrinking language models.
Proceedings of the 2011 Symposium on Machine Learning in Speech and Language Processing, 2011

The IBM 2009 GALE Arabic speech transcription system.
Proceedings of the IEEE International Conference on Acoustics, 2011

The IBM 2011 GALE Arabic speech transcription system.
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

2010
Spoken English assessment system for non-native speakers using acoustic and prosodic features.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Enhanced word classing for model M.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

The IBM 2008 GALE Arabic speech transcription system.
Proceedings of the IEEE International Conference on Acoustics, 2010

The 2009 IBM GALE Mandarin broadcast transcription system.
Proceedings of the IEEE International Conference on Acoustics, 2010

Speaking rate adaptation using continuous frame rate normalization.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Sensitive Talking Heads [Applications Corner].
IEEE Signal Process. Mag., 2009

Spherical Discriminant Analysis in Semi-supervised Speaker Clustering.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Emotion recognition from speech VIA boosted Gaussian mixture models.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Locality preserving speaker clustering.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Main vowel domain tone modeling with lexical and prosodic analysis for Mandarin ASR.
Proceedings of the IEEE International Conference on Acoustics, 2009

Generative model-based speaker clustering via mixture of von Mises-Fisher distributions.
Proceedings of the IEEE International Conference on Acoustics, 2009

Fishervoice and semi-supervised speaker clustering.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Search and classification based language model adaptation.
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

2007
The CHIL audiovisual corpus for lecture and meeting analysis inside smart rooms.
Lang. Resour. Evaluation, 2007

The IBM Mandarin Broadcast Speech Transcription System.
Proceedings of the IEEE International Conference on Acoustics, 2007

Audio-Visual Speech Fusion Using Coupled Hidden Markov Models.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Advances in Mandarin Broadcast Speech Transcription at IBM Under the DARPA GALE Program.
Proceedings of the Chinese Spoken Language Processing, 5th International Symposium, 2006

Person Tracking in Smart Rooms using Dynamic Programming and Adaptive Subspace Learning.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

2005
Automatic Speech Recognition and Speech Activity Detection in the CHIL Smart Room.
Proceedings of the Machine Learning for Multimodal Interaction, 2005

Automatic Speech Activity Detection, Source Localization, and Speech Recognition on the Chil Seminar Corpus.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

A Joint System for Person Tracking and Face Detection.
Proceedings of the Computer Vision in Human-Computer Interaction, 2005

2004
Mutual information based visual feature selection for lipreading.
Proceedings of the 8th International Conference on Spoken Language Processing, 2004

Efficient likelihood computation in multi-stream HMM based audio-visual speech recognition.
Proceedings of the 8th International Conference on Spoken Language Processing, 2004

Multistage information fusion for audio-visual speech recognition.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Towards practical deployment of audio-visual speech recognition.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Audio visual word spotting.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Multimodal Fusion With Applications to Audio -Visual Speech Recognition
PhD thesis, 2003

Environment-adaptive multi-channel biometrics.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
An experimental study of coupled hidden Markov models.
Proceedings of the IEEE International Conference on Acoustics, 2002

Audio-visual speech modeling using coupled hidden Markov models.
Proceedings of the IEEE International Conference on Acoustics, 2002

2000
Speech/Gesture Interface to a Visual-Computing Environment.
IEEE Computer Graphics and Applications, 2000

Bimodal speech recognition using coupled hidden Markov models.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Automatic head gesture learning and synthesis from prosodic cues.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Music summarization using key phrases.
Proceedings of the IEEE International Conference on Acoustics, 2000

1998
Robust speech recognition using discriminative stream weighting and parameter interpolation.
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

1997
A Visual Computing Environment for Very Large Scale Biomolecular Modeling.
Proceedings of the 1997 International Conference on Application-Specific Systems, 1997

1996
Speech/gesture interface to a visual computing environment for molecular biologists.
Proceedings of the 13th International Conference on Pattern Recognition, 1996


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