Soumya Ray

发表

Multi-task reinforcement learning: a hierarchical Bayesian approach

Alan Fern, Prasad Tadepalli, Aaron Wilson, 2007, ICML '07.

Learning and Transferring Roles in Multi-Agent Reinforcement

Alan Fern, Prasad Tadepalli, A. Wilson, 2008 .

Automatic Induction of MAXQ Hierarchies

Prasad Tadepalli, Soumya Ray, N. Mehta, 2007 .

Automatic discovery and transfer of MAXQ hierarchies

Thomas G. Dietterich, Prasad Tadepalli, Soumya Ray, 2008, ICML '08.

Multiple-Instance Active Learning

Mark Craven, Burr Settles, Soumya Ray, 2007, NIPS.

Hierarchical Hidden Markov Models for Information Extraction

Mark Craven, Soumya Ray, Marios Skounakis, 2003, IJCAI.

Multiple Instance Regression

David Page, Soumya Ray, Soumya Ray, 2001, ICML.

Gesture Annotation With a Visual Search Engine for Multimodal Communication Research

Mark Turner, Soumya Ray, Sergiy Turchyn, 2018, AAAI.

Extending Online Planning for Resource Production in Real-Time Strategy Games with Search

Alan Fern, Soumya Ray, Nick Wilson, 2007 .

Learning from data with complex interactions and ambiguous labels

Mark Craven, Soumya Ray, David C. Page, 2005 .

Multi-Instance Learning

Hendrik Blockeel, Soumya Ray, Stephen Scott, 2017, Encyclopedia of Machine Learning and Data Mining.

Multi-Instance Learning

Soumya Ray, H. Blockeel, Stephen Scott, 2010, Encyclopedia of Machine Learning.

Geochemistry of meta‐sediments from Neoproterozoic Shimla and Chail Groups of Outer Lesser Himalaya: Implications for provenance, tectonic setting, and paleo‐weathering conditions

Soumya Ray, T. Ahmad, K. B. Joshi, 2021, Geological Journal.

Model-Based Reinforcement Learning

Prasad Tadepalli, Soumya Ray, Prasad Tadepalli, 2010, Encyclopedia of Machine Learning and Data Mining.

Multi-Instance Learning

Hendrik Blockeel, Stephen D. Scott, Soumya Ray, 2010, Encyclopedia of Machine Learning.

Hypertensive retinal changes: It’s prevalence and associations with other target organ damage

Soumya Ray, S. Naskar, B. K. Sahu, 2020, Indian Journal of Medical Sciences.

TCT-371 Evaluation of Highly Automated Software for Analyzing Intravascular Optical Coherence Tomography Pullbacks of Stents

David L. Wilson, Soumya Ray, A. Rollins, 2014 .

Development and Validation of a Machine Learning Algorithm for Predicting Response to Anticholinergic Medications for Overactive Bladder Syndrome.

Soumya Ray, A. Hijaz, S. Mahajan, 2019, Obstetrics and gynecology.

An Integrated Approach to Feature Construction and Model Building for Drug Activity Prediction

Jesse Davis, Vítor Santos Costa, Soumya Ray, 2007, ICML 2007.

An in silico structural, functional and phylogenetic analysis with three dimensional protein modeling of alkaline phosphatase enzyme of Pseudomonas aeruginosa

Soumya Ray, P. Ghosh, S. Mitra, 2017, Journal, genetic engineering & biotechnology.

Offline reinforcement learning with task hierarchies

Soumya Ray, Devin Schwab, 2017, Machine Learning.

Multi-Instance Learning

Hendrik Blockeel, Soumya Ray, Stephen Scott, 2010, Encyclopedia of Machine Learning.

Laser desorption mass spectrometry with an Orbitrap analyser for in situ astrobiology

Soumya Ray, A. Makarov, R. Danell, 2023, Nature Astronomy.

Model-Based Reinforcement Learning

Prasad Tadepalli, Soumya Ray, Prasad Tadepalli, 2010, Encyclopedia of Machine Learning and Data Mining.

Development and Validation of a Machine Learning Algorithm for Predicting Response to Anticholinergic Medications for Overactive Bladder Syndrome

Soumya Ray, S. El-Nashar, A. Hijaz, 2020 .

A large-scale empirical analysis of email spam detection through network characteristics in a stand-alone enterprise

Mark Allman, Michael Rabinovich, Soumya Ray, 2014, Comput. Networks.

Why skewing works: learning difficult Boolean functions with greedy tree learners

Lisa Hellerstein, David Page, Soumya Ray, 2005, ICML.

Generalized skewing for functions with continuous and nominal attributes

David Page, Soumya Ray, David Page, 2005, ICML.

Sequential skewing: an improved skewing algorithm

David Page, Soumya Ray, David Page, 2004, ICML.

Learning and transferring roles in multi-agent MDPs

Alan Fern, Prasad Tadepalli, Aaron Wilson, 2008, AAAI 2008.

Classification of calcium in intravascular OCT images for the purpose of intervention planning

Soumya Ray, David L. Wilson, Ronny Shalev, 2016, SPIE Medical Imaging.

Accurate estimation of short read mapping quality for next-generation genome sequencing

Matthew Ruffalo, Mehmet Koyutürk, Soumya Ray, 2012, Bioinform..

Demographic and clinical profile of venomous snake bite-related ocular manifestations among the paediatric age group in a tertiary care hospital

Soumya Ray, M. Banerjee, Subhasis Jana, 2020 .

Can Network Characteristics Detect Spam Effectively in a Stand-Alone Enterprise?

Mark Allman, Michael Rabinovich, Soumya Ray, 2011, PAM.

Multiple-Instance Learning from Distributions

Gary Doran, Soumya Ray, Soumya Ray, 2016, J. Mach. Learn. Res..

Learning Instance Concepts from Multiple-Instance Data with Bags as Distributions

Gary Doran, Soumya Ray, Soumya Ray, 2014, AAAI.

A theoretical and empirical analysis of support vector machine methods for multiple-instance classification

Gary Doran, Soumya Ray, Soumya Ray, 2014, Machine Learning.

Learning Statistical Models for Annotating Proteins with Function Information using Biomedical Text

Mark Craven, Soumya Ray, M. Craven, 2005, BMC Bioinformatics.

Removal of cadmium ions from water by using aluminum functionalized Graphene Oxide

Soumya Ray, Satyajit Chaudhuri, Rajat Chatterjee, 2020 .

Happy Dance, Slow Clap: Using Reaction GIFs to Predict Induced Affect on Twitter pdf

Lun-Wei Ku, Soumya Ray, Boaz Shmueli, 2021, ACL.

SEPIA: A Scalable Game Environment for Artificial Intelligence Teaching and Research

Soumya Ray, Feng Cao, Timothy S. Ernsberger, 2013, Proceedings of the AAAI Conference on Artificial Intelligence.

Predictions from Partial Least Squares Models

Soumya Ray, N. Danks, 2018 .

Representing Sentence Structure in Hidden Markov Models for Information Extraction

Mark Craven, Soumya Ray, M. Craven, 2001, IJCAI.

Automatic Discovery and Transfer of Task Hierarchies in Reinforcement Learning

Thomas G. Dietterich, Prasad Tadepalli, Soumya Ray, 2011, AI Mag..

Automated stent coverage analysis in intravascular OCT (IVOCT) image volumes using a support vector machine and mesh growing.

Andrew M. Rollins, Soumya Ray, David L. Wilson, 2019, Biomedical optics express.

Automatic stent detection in intravascular OCT images using bagged decision trees

Andrew M. Rollins, Soumya Ray, David L. Wilson, 2012, Biomedical optics express.

Supervised versus multiple instance learning: an empirical comparison

Mark Craven, Soumya Ray, M. Craven, 2005, ICML.

Development of a machine learning‐based predictive model for prediction of success or failure of medical management for benign prostatic hyperplasia

Soumya Ray, A. Hijaz, D. Sheyn, 2023, Neurourology and Urodynamics.

Detection of Short Peptides as Putative Biosignatures of Psychrophiles via Laser Desorption Mass Spectrometry.

Soumya Ray, B. Nunn, A. Makarov, 2023, Astrobiology.

Automatic stent strut detection in intravascular OCT images using image processing and classification technique

Andrew M. Rollins, Soumya Ray, David L. Wilson, 2013, Medical Imaging.

Learning Bayesian Network Structure from Correlation-Immune Data

David Page, Soumya Ray, Eric Lantz, 2007, UAI.

Model-Based Reinforcement Learning

R. Sutton, Soumya Ray, Leonid Kuvayev, 2010, Encyclopedia of Machine Learning.

On the Consistency of Feature Selection With Lasso for Non-linear Targets

Yue Zhang, Soumya Ray, Weihong Guo, 2016, ICML.

A Decision-Theoretic Approach to Natural Language Generation

Soumya Ray, Nathan McKinley, Soumya Ray, 2014, ACL.

Bayesian Hierarchical Reinforcement Learning

Feng Cao, Soumya Ray, Soumya Ray, 2012, NIPS.

I Was Just Being Sarcastic! Reactive Supervision: A New Method for Collecting Sarcasm Data

Soumya Ray, Lun-Wei Ku, Boaz Shmueli, 2020, EMNLP.

An Analysis of Boosted Linear Classifiers on Noisy Data with Applications to Multiple-Instance Learning

Rui Liu, Soumya Ray, Soumya Ray, 2017, 2017 IEEE International Conference on Data Mining (ICDM).

Improving the Precision of Dependence-Based Defect Mining by Supervised Learning of Rule and Violation Graphs

Andy Podgurski, Soumya Ray, Boya Sun, 2010, 2010 IEEE 21st International Symposium on Software Reliability Engineering.

Removal of dissolved organic carbon by functional reduced graphene oxide from organic– rich water pre-treated by electrocoagulation

Soumya Ray, P. Saha, C. Majumder, 2020 .

Rankboost+: an improvement to Rankboost

Rui Liu, Soumya Ray, Harold Connamacher, 2020, Mach. Learn..

Automated Volumetric Intravascular Plaque Classification Using Optical Coherence Tomography

Andrew M. Rollins, Daisuke Nakamura, Soumya Ray, 2016, AI Mag..

Removal of Arsenic V+ contaminant by Fixed Bed Column Study by Graphene Oxide Manganese Iron (GO-Mn-Fe) Nano Composite-Coated Sand

Soumya Ray, Spandan Ghosh, C. Majumder, 2020 .

A Unifying Framework for Learning Bag Labels from Generalized Multiple-Instance Data

Gary Doran, Soumya Ray, Andrew Latham, 2016, IJCAI.

Multi-task reinforcement learning: a hierarchical Bayesian approach

Alan Fern, Prasad Tadepalli, Soumya Ray, 2007, ICML '07.

The Composite Overfit Analysis Framework: Assessing the Out-of-Sample Generalizability of Construct-Based Models Using Predictive Deviance, Deviance Trees, and Unstable Paths

Soumya Ray, N. Danks, G. Shmueli, 2023, Management Science.

Overview of R and RStudio

Joseph F. Hair, Soumya Ray, G. Hult, 2021, Classroom Companion: Business.

The SEMinR Package

Joseph F. Hair, Soumya Ray, G. Hult, 2021, Classroom Companion: Business.

Exploiting Product Distributions to Identify Relevant Variables of Correlation Immune Functions

Lisa Hellerstein, Eric Bach, David Page, 2009, J. Mach. Learn. Res..

An integrated approach to feature invention and model construction for drug activity prediction

Jesse Davis, David Page, Vítor Santos Costa, 2007, ICML '07.

Tightly Integrating Relational Learning and Multiple-Instance Regression for Real-Valued Drug Activity Prediction

Jesse Davis, Soumya Ray, David L. Page, 2007 .