Ray, Soumya

26 publications

AAAI 2022 Inferring Multiple Tissue Properties from Magnetic Resonance Fingerprinting Images Naren Nallapareddy, Soumya Ray

MLJ 2020 Rankboost+: An Improvement to Rankboost Harold S. Connamacher, Nikil Pancha, Rui Liu, Soumya Ray

AAAI 2018 Gesture Annotation with a Visual Search Engine for Multimodal Communication Research Sergiy Turchyn, Inés Olza Moreno, Cristóbal Pagán Cánovas, Francis F. Steen, Mark Turner, Javier Valenzuela, Soumya Ray

MLJ 2017 Offline Reinforcement Learning with Task Hierarchies Devin Schwab, Soumya Ray

IJCAI 2016 A Unifying Framework for Learning Bag Labels from Generalized Multiple-Instance Data Gary Doran, Andrew Latham, Soumya Ray

AAAI 2016 Automated Volumetric Intravascular Plaque Classification Using Optical Coherence Tomography (OCT) Ronny Shalev, Daisuke Nakamura, Setsu Nishino, Andrew M. Rollins, Hiram G. Bezerra, David L. Wilson, Soumya Ray

JMLR 2016 Multiple-Instance Learning from Distributions Gary Doran, Soumya Ray

ICML 2016 On the Consistency of Feature Selection with Lasso for Non-Linear Targets Yue Zhang, Weihong Guo, Soumya Ray

MLJ 2014 A Theoretical and Empirical Analysis of Support Vector Machine Methods for Multiple-Instance Classification Gary Doran, Soumya Ray

AAAI 2014 Learning Instance Concepts from Multiple-Instance Data with Bags as Distributions Gary Doran, Soumya Ray

AAAI 2013 SMILe: Shuffled Multiple-Instance Learning Gary Doran, Soumya Ray

NeurIPS 2012 Bayesian Hierarchical Reinforcement Learning Feng Cao, Soumya Ray

JMLR 2009 Exploiting Product Distributions to Identify Relevant Variables of Correlation Immune Functions Lisa Hellerstein, Bernard Rosell, Eric Bach, Soumya Ray, David Page

ICML 2008 Automatic Discovery and Transfer of MAXQ Hierarchies Neville Mehta, Soumya Ray, Prasad Tadepalli, Thomas G. Dietterich

ICML 2007 An Integrated Approach to Feature Invention and Model Construction for Drug Activity Prediction Jesse Davis, Vítor Santos Costa, Soumya Ray, David Page

UAI 2007 Learning Bayesian Network Structure from Correlation-Immune Data Eric Lantz, Soumya Ray, David Page

ICML 2007 Multi-Task Reinforcement Learning: A Hierarchical Bayesian Approach Aaron Wilson, Alan Fern, Soumya Ray, Prasad Tadepalli

NeurIPS 2007 Multiple-Instance Active Learning Burr Settles, Mark Craven, Soumya Ray

ICML 2005 Generalized Skewing for Functions with Continuous and Nominal Attributes Soumya Ray, David Page

ICML 2005 Supervised Versus Multiple Instance Learning: An Empirical Comparison Soumya Ray, Mark Craven

ICML 2005 Why Skewing Works: Learning Difficult Boolean Functions with Greedy Tree Learners Bernard Rosell, Lisa Hellerstein, Soumya Ray, David Page

ICML 2004 Sequential Skewing: An Improved Skewing Algorithm Soumya Ray, David Page

IJCAI 2003 Hierarchical Hidden Markov Models for Information Extraction Marios Skounakis, Mark Craven, Soumya Ray

IJCAI 2003 Skewing: An Efficient Alternative to Lookahead for Decision Tree Induction David Page, Soumya Ray

ICML 2001 Multiple Instance Regression Soumya Ray, David Page

IJCAI 2001 Representing Sentence Structure in Hidden Markov Models for Information Extraction Soumya Ray, Mark Craven