Soumya Ghosh

发表

Complication Risk Profiling in Diabetes Care: A Bayesian Multi-Task and Feature Relationship Learning Approach

Ying Li, Bin Liu, Soumya Ghosh, 2020, IEEE Transactions on Knowledge and Data Engineering.

DPVis: Visual Exploration of Disease Progression Pathways pdf

Soumya Ghosh, Kenney Ng, Vibha Anand, 2019, ArXiv.

A segmentation guided label propagation scheme for autonomous navigation

Soumya Ghosh, Jane Mulligan, 2010, 2010 IEEE International Conference on Robotics and Automation.

Probabilistic Federated Neural Matching

Yasaman Khazaeni, Soumya Ghosh, Kristjan H. Greenewald, 2018 .

Deep State Space Models for Computational Phenotyping

Yu Cheng, Soumya Ghosh, Zhaonan Sun, 2016, 2016 IEEE International Conference on Healthcare Informatics (ICHI).

Model Selection in Bayesian Neural Networks via Horseshoe Priors

Soumya Ghosh, Finale Doshi-Velez, Jiayu Yao, 2017, J. Mach. Learn. Res..

Automatic Recognition of Landforms on Mars Using Terrain Segmentation and Classification

Soumya Ghosh, Ricardo Vilalta, Tomasz F. Stepinski, 2006, Discovery Science.

Assumed Density Filtering Methods for Learning Bayesian Neural Networks

Soumya Ghosh, Jonathan S. Yedidia, Francesco Maria Delle Fave, 2016, AAAI.

Nature-Based Algorithms

Soumya Ghosh, Mrinmoy Majumder, 2013 .

Development of performance index for evaluation of small scale hydro power plants by neural network and multi criteria decision making

Soumya Ghosh, Manish Pal, Mrinmoy Majumder, 2016 .

Personalizing Gesture Recognition Using Hierarchical Bayesian Neural Networks

Margrit Betke, Soumya Ghosh, Hanspeter Pfister, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

From Deformations to Parts: Motion-based Segmentation of 3D Objects

Soumya Ghosh, Michael J. Black, Erik B. Sudderth, 2012, NIPS.

A Data-Driven Method for Generating Robust Symptom Onset Indicators in Disease Registry Data

Ying Li, Yu Cheng, Soumya Ghosh, 2017, AMIA.

Selection of Optimized Location for Ecoparks Using Ant Colony Optimization

Soumya Ghosh, Mrinmoy Majumder, 2013 .

A Review on DNA Based Cryptographic Techniques

Soumya Ghosh, Animesh Hazra, Sampad Jash, 2018, Int. J. Netw. Secur..

Graph theoretic interpretation of Bangla traditional grammar

Soumya Ghosh, Sayantani Banerjee, Samir Karmakar, 2016, ICON.

Spatial distance dependent Chinese restaurant processes for image segmentation

Soumya Ghosh, David M. Blei, Erik B. Sudderth, 2011, NIPS.

Investigation into machine learning algorithms as applied to motor cortex signals for classification of movement stages

Soumya Ghosh, Tele Tan, David Putrino, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Is There a Priority Shift in Mental Health Clinical Trials?

Soumya Ghosh, Vibha Anand, Amit Anand, 2017, MedInfo.

A probabilistic disease progression modeling approach and its application to integrated Huntington’s disease observational data

Ying Li, Yu Cheng, Soumya Ghosh, 2019, JAMIA open.

Nonparametric learning for layered segmentation of natural images

Soumya Ghosh, Erik B. Sudderth, S. Ghosh, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Using weak supervision in learning Gaussian mixture models

Soumya Ghosh, Soundararajan Srinivasan, Burton Andrews, 2009, 2009 International Joint Conference on Neural Networks.

Machine Learning Tools for Automatic Mapping of Martian Landforms

Soumya Ghosh, Ricardo Vilalta, Tomasz F. Stepinski, 2007, IEEE Intelligent Systems.

Exploring Factors that Associated with Missing Values in Observational Huntington's Disease Study Data

Ying Li, Yu Cheng, Soumya Ghosh, 2017, CRI.

An Exploration of Latent Structure in Observational Huntington’s Disease Studies

Ying Li, Yu Cheng, Soumya Ghosh, 2017, CRI.

Early Prediction of Diabetes Complications from Electronic Health Records: A Multi-Task Survival Analysis Approach

Ying Li, Bin Liu, Soumya Ghosh, 2018, AAAI.

A Non-negative Matrix Factorization Framework for Combining Multiple Image Segmentations ; CU-CS-1050-08

Soumya Ghosh, Joseph J. Pfeiffer, Joseph J. Pfeiffer, 2008 .

Unsupervised learning with contrastive latent variable models

Soumya Ghosh, Kenney Ng, Kristen A. Severson, 2018, AAAI.

Decision Making Algorithms for Hydro-Power Plant Location

Soumya Ghosh, Mrinmoy Majumder, M. Majumder, 2013 .

Nonparametric Clustering with Distance Dependent Hierarchies

Soumya Ghosh, Leonid Sigal, Erik B. Sudderth, 2014, UAI.

A general framework for reconciling multiple weak segmentations of an image

Soumya Ghosh, Jane Mulligan, Joseph J. Pfeiffer, 2009, 2009 Workshop on Applications of Computer Vision (WACV).

Quality of Uncertainty Quantification for Bayesian Neural Network Inference pdf

Soumya Ghosh, Finale Doshi-Velez, Weiwei Pan, 2019, ArXiv.

Simultaneous Modeling of Multiple Complications for Risk Profiling in Diabetes Care pdf

Ying Li, Bin Liu, Soumya Ghosh, 2018, ArXiv.

Architecture of A Scalable Dynamic Parallel WebCrawler with High Speed Downloadable Capability for a Web Search Engine pdf

Young-Chon Kim, Soumya Ghosh, Debajyoti Mukhopadhyay, 2011, ArXiv.

Machine Learning for Automatic Mapping of Planetary Surfaces

Soumya Ghosh, Ricardo Vilalta, Tomasz F. Stepinski, 2007, AAAI.

Automatic Annotation of Planetary Surfaces With Geomorphic Labels

Soumya Ghosh, Ricardo Vilalta, Tomasz F. Stepinski, 2010, IEEE Transactions on Geoscience and Remote Sensing.

A Granger Causality Measure for Point Process Models of Ensemble Neural Spiking Activity

Emery N. Brown, Soumya Ghosh, Sanggyun Kim, 2011, PLoS Comput. Biol..

Clinical Trials.Gov: A Topical Analyses

Soumya Ghosh, Vibha Anand, Amos Cahan, 2017, CRI.

Topic model methods for automatically identifying out-of-scope resources

Soumya Ghosh, James H. Martin, Steven Bethard, 2009, JCDL '09.

Decision Making Methodology

Soumya Ghosh, Mrinmoy Majumder, 2013 .

Post-hoc loss-calibration for Bayesian neural networks

Soumya Ghosh, Kenney Ng, Benjamin M. Marlin, 2021, UAI.

Measuring the sensitivity of Gaussian processes to kernel choice pdf

Soumya Ghosh, William T. Stephenson, Tin D. Nguyen, 2021, ArXiv.

Uncertainty Quantification 360: A Holistic Toolkit for Quantifying and Communicating the Uncertainty of AI pdf

Kush R. Varshney, Karthikeyan Natesan Ramamurthy, Soumya Ghosh, 2021, ArXiv.

Uncertainty Characteristics Curves: A Systematic Assessment of Prediction Intervals pdf

Soumya Ghosh, Prasanna Sattigeri, Jiri Navratil, 2021, ArXiv.