Shusen Wang

According to our database1, Shusen Wang authored at least 61 papers between 2002 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2020
Communication-Efficient Distributed SVD via Local Power Iterations.
CoRR, 2020

On the Convergence of FedAvg on Non-IID Data.
Proceedings of the 8th International Conference on Learning Representations, 2020

Cola-GNN: Cross-location Attention based Graph Neural Networks for Long-term ILI Prediction.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Do Subsampled Newton Methods Work for High-Dimensional Data?
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
An Imaging Algorithm for Spaceborne High-Squint L-Band SAR Based on Time-Domain Rotation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Effects of Distinguishing Vegetation Types on the Estimates of Remotely Sensed Evapotranspiration in Arid Regions.
Remote. Sens., 2019

Scalable Kernel K-Means Clustering with Nystr\"om Approximation: Relative-Error Bounds.
J. Mach. Learn. Res., 2019

A Bootstrap Method for Error Estimation in Randomized Matrix Multiplication.
J. Mach. Learn. Res., 2019

Fast Generalized Matrix Regression with Applications in Machine Learning.
CoRR, 2019

Graph Message Passing with Cross-location Attentions for Long-term ILI Prediction.
CoRR, 2019

Communication Efficient Decentralized Training with Multiple Local Updates.
CoRR, 2019

Simple and Almost Assumption-Free Out-of-Sample Bound for Random Feature Mapping.
CoRR, 2019

Matrix Sketching for Secure Collaborative Machine Learning.
CoRR, 2019

Alchemist: An Apache Spark ⇔ MPI interface.
Concurr. Comput. Pract. Exp., 2019

A Sharper Generalization Bound for Divide-and-Conquer Ridge Regression.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Joint Design of Space-Time Transmit and Receive Weights for Colocated MIMO Radar.
Sensors, 2018

Using SAR-Derived Vegetation Descriptors in a Water Cloud Model to Improve Soil Moisture Retrieval.
Remote. Sens., 2018

A new method for generating a clear-sky Landsat composite for cropland from cloud-contaminated Landsat-7 and Landsat-8 images.
Int. J. Digit. Earth, 2018

A model for downscaling SMOS soil moisture using Sentinel-1 SAR data.
Int. J. Appl. Earth Obs. Geoinformation, 2018

GIANT: Globally Improved Approximate Newton Method for Distributed Optimization.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Accelerating Large-Scale Data Analysis by Offloading to High-Performance Computing Libraries using Alchemist.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Dynamic Programming Track Before Detect Algorithm for Multistatic Mimo Stap Radar.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A New Imaging Method for Geostationary SAR Constellation Using Doppler Filtering.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap.
Proceedings of the 35th International Conference on Machine Learning, 2018

OverSketch: Approximate Matrix Multiplication for the Cloud.
Proceedings of the IEEE International Conference on Big Data, 2018

2017
Estimating Snow Mass and Peak River Flows for the Mackenzie River Basin Using GRACE Satellite Observations.
Remote. Sens., 2017

Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model Averaging.
J. Mach. Learn. Res., 2017

Efficient Data-Driven Geologic Feature Detection from Pre-stack Seismic Measurements using Randomized Machine-Learning Algorithm.
CoRR, 2017

Scalable Kernel K-Means Clustering with Nystrom Approximation: Relative-Error Bounds.
CoRR, 2017

2016
An Imaging Compensation Algorithm for Spaceborne High-Resolution SAR Based on a Continuous Tangent Motion Model.
Remote. Sens., 2016

Towards More Efficient SPSD Matrix Approximation and CUR Matrix Decomposition.
J. Mach. Learn. Res., 2016

SPSD Matrix Approximation vis Column Selection: Theories, Algorithms, and Extensions.
J. Mach. Learn. Res., 2016

2015
An Imaging Compensation Algorithm for Correcting the Impact of Tropospheric Delay on Spaceborne High-Resolution SAR.
IEEE Trans. Geosci. Remote. Sens., 2015

Improved Analyses of the Randomized Power Method and Block Lanczos Method.
CoRR, 2015

Towards More Efficient Nystrom Approximation and CUR Matrix Decomposition.
CoRR, 2015

A Practical Guide to Randomized Matrix Computations with MATLAB Implementations.
CoRR, 2015

Open Domain Short Text Conceptualization: A Generative + Descriptive Modeling Approach.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

A new simulation method based on continuous tangent motion model for spaceborne high-resolution SAR.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Adjusting Leverage Scores by Row Weighting: A Practical Approach to Coherent Matrix Completion.
CoRR, 2014

The Modified Nystrom Method: Theories, Algorithms, and Extension.
CoRR, 2014

Sharpened Error Bound for Random Sampling Based ℓ<sub>2</sub> Regression.
CoRR, 2014

Improving the modified nyström method using spectral shifting.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Making Fisher Discriminant Analysis Scalable.
Proceedings of the 31th International Conference on Machine Learning, 2014

Transfer Understanding from Head Queries to Tail Queries.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Efficient Algorithms and Error Analysis for the Modified Nystrom Method.
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

Using The Matrix Ridge Approximation to Speedup Determinantal Point Processes Sampling Algorithms.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Exact Subspace Clustering in Linear Time.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Improving CUR matrix decomposition and the Nyström approximation via adaptive sampling.
J. Mach. Learn. Res., 2013

On The Lower Bounds of The Nyström Method
CoRR, 2013

Nonconvex Relaxation Approaches to Robust Matrix Recovery.
Proceedings of the IJCAI 2013, 2013

2012
EP-GIG Priors and Applications in Bayesian Sparse Learning.
J. Mach. Learn. Res., 2012

A Scalable CUR Matrix Decomposition Algorithm: Lower Time Complexity and Tighter Bound
CoRR, 2012

A Scalable CUR Matrix Decomposition Algorithm: Lower Time Complexity and Tighter Bound.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Colorization by Matrix Completion.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Efficient Subspace Segmentation via Quadratic Programming.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2008
Improving Land Surface Pixel Level Albedo Characterization Using Sub-Pixel Information Retrieved from Remote Sensing.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Module-based large-scale software evolution based on complex networks.
Proceedings of 8th IEEE International Conference on Computer and Information Technology, 2008

2006
Using Satellite Remote Sensing to Assess and Monitor Ecosystem Integrity and Climate Change in Canadas National Parks.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

2004
Sensitivity assessment of simulated evapotranspiration and groundwater recharge across a shallow water region for diverse land cover and soil properties.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

2002
Diurnal variation of direct and diffuse radiation and its impact on surface albedo.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Improving temporal and spatial consistency of forest biomass data by integrating forest yield tables and satellite radar data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002


  Loading...