# Yuxin Chen

According to our database

Collaborative distances:

^{1}, Yuxin Chen authored at least 111 papers between 1999 and 2018.Collaborative distances:

## Timeline

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Book In proceedings Article PhD thesis Other## Links

#### On csauthors.net:

## Bibliography

2018

Seeding Deep Learning using Wireless Localization.

CoRR, 2018

Nonconvex Optimization Meets Low-Rank Matrix Factorization: An Overview.

CoRR, 2018

Teaching Multiple Concepts to Forgetful Learners.

CoRR, 2018

Gradient Descent with Random Initialization: Fast Global Convergence for Nonconvex Phase Retrieval.

CoRR, 2018

Teaching Categories to Human Learners with Visual Explanations.

CoRR, 2018

Nonconvex Matrix Factorization from Rank-One Measurements.

CoRR, 2018

Understanding the Role of Adaptivity in Machine Teaching: The Case of Version Space Learners.

CoRR, 2018

Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval and Matrix Completion.

Proceedings of the 35th International Conference on Machine Learning, 2018

Processing Missing Information in Big Data Environment.

Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Near-Optimal Machine Teaching via Explanatory Teaching Sets.

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

Interactive learning of words and objects for a humanoid robot. (Apprentissage interactif de mots et d'objets pour un robot humanoïde).

PhD thesis, 2017

On the Minimax Capacity Loss Under Sub-Nyquist Universal Sampling.

IEEE Trans. Information Theory, 2017

Competitive Mobile Geo Targeting.

Marketing Science, 2017

Pay-as-You-Wish Pricing.

Marketing Science, 2017

Sequential Search with Refinement: Model and Application with Click-Stream Data.

Management Science, 2017

Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion and Blind Deconvolution.

CoRR, 2017

The Likelihood Ratio Test in High-Dimensional Logistic Regression Is Asymptotically a Rescaled Chi-Square.

CoRR, 2017

Efficient Online Learning for Optimizing Value of Information: Theory and Application to Interactive Troubleshooting.

CoRR, 2017

Spectral Method and Regularized MLE Are Both Optimal for Top-$K$ Ranking.

CoRR, 2017

Efficient Online Learning for Optimizing Value of Information: Theory and Application to Interactive Troubleshooting.

Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

Learning Shape Analysis.

Proceedings of the Static Analysis - 24th International Symposium, 2017

HINE: Heterogeneous Information Network Embedding.

Proceedings of the Database Systems for Advanced Applications, 2017

Near-optimal Bayesian Active Learning with Correlated and Noisy Tests.

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

Information Recovery From Pairwise Measurements.

IEEE Trans. Information Theory, 2016

Accelerated Dimension-Independent Adaptive Metropolis.

SIAM J. Scientific Computing, 2016

Community Recovery in Graphs with Locality.

CoRR, 2016

Near-optimal Bayesian Active Learning with Correlated and Noisy Tests.

CoRR, 2016

The Projected Power Method: An Efficient Algorithm for Joint Alignment from Pairwise Differences.

CoRR, 2016

Community Recovery in Graphs with Locality.

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

An experimental comparison between NMF and LDA for active cross-situational object-word learning.

Proceedings of the 2016 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2016

Creating Instructor Dashboards to Foster Collaborative Learning in On-Line Medical Problem-Based Learning Situations.

Proceedings of the Learning and Collaboration Technologies, 2016

2015

Compressive Two-Dimensional Harmonic Retrieval via Atomic Norm Minimization.

IEEE Trans. Signal Processing, 2015

Backing Off From Infinity: Performance Bounds via Concentration of Spectral Measure for Random MIMO Channels.

IEEE Trans. Information Theory, 2015

Exact and Stable Covariance Estimation From Quadratic Sampling via Convex Programming.

IEEE Trans. Information Theory, 2015

Untangling Searchable and Experiential Quality Responses to Counterfeits.

Marketing Science, 2015

Information Recovery from Pairwise Measurements: A Shannon-Theoretic Approach.

CoRR, 2015

Spectral MLE: Top-$K$ Rank Aggregation from Pairwise Comparisons.

CoRR, 2015

Solving Random Quadratic Systems of Equations Is Nearly as Easy as Solving Linear Systems.

CoRR, 2015

An Adaptive Skew Handling Join Algorithm for Large-scale Data Analysis.

Proceedings of the Web-Age Information Management - 16th International Conference, 2015

Solving Random Quadratic Systems of Equations Is Nearly as Easy as Solving Linear Systems.

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Top-K ranking: An information-theoretic perspective.

Proceedings of the 2015 IEEE Information Theory Workshop, 2015

Information recovery from pairwise measurements: A shannon-theoretic approach.

Proceedings of the IEEE International Symposium on Information Theory, 2015

Spectral MLE: Top-K Rank Aggregation from Pairwise Comparisons.

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

Cross-situational noun and adjective learning in an interactive scenario.

Proceedings of the 2015 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2015

Sequential Information Maximization: When is Greedy Near-optimal?

Proceedings of The 28th Conference on Learning Theory, 2015

Submodular Surrogates for Value of Information.

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Channel Capacity Under Sub-Nyquist Nonuniform Sampling.

IEEE Trans. Information Theory, 2014

Robust Spectral Compressed Sensing via Structured Matrix Completion.

IEEE Trans. Information Theory, 2014

Near Optimal Bayesian Active Learning for Decision Making.

CoRR, 2014

Scalable Semidefinite Relaxation for Maximum A Posterior Estimation.

CoRR, 2014

Near-Optimal Joint Object Matching via Convex Relaxation.

CoRR, 2014

Information recovery from pairwise measurements.

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Robust and universal covariance estimation from quadratic measurements via convex programming.

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Scalable Semidefinite Relaxation for Maximum A Posterior Estimation.

Proceedings of the 31th International Conference on Machine Learning, 2014

Active Detection via Adaptive Submodularity.

Proceedings of the 31th International Conference on Machine Learning, 2014

Near-Optimal Joint Object Matching via Convex Relaxation.

Proceedings of the 31th International Conference on Machine Learning, 2014

An algorithm for exact super-resolution and phase retrieval.

Proceedings of the IEEE International Conference on Acoustics, 2014

Estimation of simultaneously structured covariance matrices from quadratic measurements.

Proceedings of the IEEE International Conference on Acoustics, 2014

Near Optimal Bayesian Active Learning for Decision Making.

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

2013

iLike: Bridging the Semantic Gap in Vertical Image Search by Integrating Text and Visual Features.

IEEE Trans. Knowl. Data Eng., 2013

On the Role of Mobility for Multimessage Gossip.

IEEE Trans. Information Theory, 2013

Shannon Meets Nyquist: Capacity of Sampled Gaussian Channels.

IEEE Trans. Information Theory, 2013

The Benefit of Uniform Price for Branded Variants.

Marketing Science, 2013

Offering Pharmaceutical Samples: The Role of Physician Learning and Patient Payment Ability.

Marketing Science, 2013

Context-Dependent Preferences and Innovation Strategy.

Management Science, 2013

Robust Spectral Compressed Sensing via Structured Matrix Completion

CoRR, 2013

Minimax Capacity Loss under Sub-Nyquist Universal Sampling

CoRR, 2013

Spectral Compressed Sensing via Structured Matrix Completion

CoRR, 2013

Backing off from Infinity: Tight Performance Bounds for Large Random Vector Channels.

CoRR, 2013

An Algorithm for Exact Super-resolution and Phase Retrieval.

CoRR, 2013

Exact and Stable Covariance Estimation from Quadratic Sampling via Convex Programming.

CoRR, 2013

Minimax universal sampling for compound multiband channels.

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Near-optimal Batch Mode Active Learning and Adaptive Submodular Optimization.

Proceedings of the 30th International Conference on Machine Learning, 2013

Spectral Compressed Sensing via Structured Matrix Completion.

Proceedings of the 30th International Conference on Machine Learning, 2013

Compressive recovery of 2-D off-grid frequencies.

Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012

An Upper Bound on Multihop Transmission Capacity With Dynamic Routing Selection.

IEEE Trans. Information Theory, 2012

Corporate IT Standardization: Product Compatibility, Exclusive Purchase Commitment, and Competition Effects.

Information Systems Research, 2012

Channel Capacity under Sub-Nyquist Nonuniform Sampling

CoRR, 2012

On the Role of Mobility for Multi-message Gossip

CoRR, 2012

Channel Capacity under General Nonuniform Sampling

CoRR, 2012

Fuzzy Dijkstra algorithm for shortest path problem under uncertain environment.

Appl. Soft Comput., 2012

Dynamic Table: A Layered and Configurable Storage Structure in the Cloud.

Proceedings of the Web-Age Information Management, 2012

IPKB: a digital library for invertebrate paleontology.

Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, 2012

Channel capacity under general nonuniform sampling.

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

S2A: secure smart household appliances.

Proceedings of the Second ACM Conference on Data and Application Security and Privacy, 2012

2011

Shannon Meets Nyquist: Capacity Limits of Sampled Analog Channels

CoRR, 2011

Privacy Preserving Group Linkage.

Proceedings of the Scientific and Statistical Database Management, 2011

Approaching the capacity of sampled analog channels.

Proceedings of the 2011 IEEE Information Theory Workshop, 2011

Sharing multiple messages over mobile networks.

Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Shannon meets Nyquist: Capacity limits of sampled analog channels.

Proceedings of the IEEE International Conference on Acoustics, 2011

Cephalometric Landmark Tracing Using Deformable Templates.

Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011

Shannon meets Nyquist: The interplay between capacity and sampling.

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010

Limited Memory, Categorization, and Competition.

Marketing Science, 2010

An Upper Bound on Multi-hop Transmission Capacity with Dynamic Multipath Routing

CoRR, 2010

Moving object detection by multi-view geometric constraints and flow vector classification.

Proceedings of the 2010 IEEE International Conference on Robotics and Biomimetics, 2010

iLike: integrating visual and textual features for vertical search.

Proceedings of the 18th International Conference on Multimedia 2010, 2010

An upper bound on multi-hop transmission capacity with dynamic routing selection.

Proceedings of the IEEE International Symposium on Information Theory, 2010

2009

A Theory of Combative Advertising.

Marketing Science, 2009

The Generation of the Reversible Gate Network-Based the Variable System Numbers.

Proceedings of the Fifth International Conference on Natural Computation, 2009

The Reversible Network Cascade Based on Reversible Logic Gate Coding Method.

Proceedings of the Fifth International Conference on Information Assurance and Security, 2009

2008

A Simultaneous Model of Consumer Brand Choice and Negotiated Price.

Management Science, 2008

Buyer-Initiated vs. Seller-Initiated Information Revelation.

Management Science, 2008

2007

A Novel Hybrid Focused Crawling Algorithm to Build Domain-Specific Collections.

PhD thesis, 2007

2005

Research Note - Price Discrimination After the Purchase: Rebates as State-Dependent Discounts.

Management Science, 2005

Intelligent fusion of structural and citation-based evidence for text classification.

Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Intelligent GP fusion from multiple sources for text classification.

Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

2004

Recursive least squares constant modulus algorithm for blind adaptive array.

IEEE Trans. Signal Processing, 2004

Combining structural and citation-based evidence for text classification.

Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

2003

A Comment on "Price - Endings When Prices Signal Quality".

Management Science, 2003

Harvesting: Broadening the Field of Distributed Information Retrieval.

Proceedings of the Distributed Multimedia Information Retrieval, 2003

1999

Blind robust neural network beamformer.

Proceedings of the International Joint Conference Neural Networks, 1999