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Soumya Ray
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Year
Multiple-instance active learning
B Settles, M Craven, S Ray
In Advances in Neural Information Processing Systems (NIPS, 2008
7822008
Multiple-Instance Active Learning
B Settles, M Craven, S Ray
Neural Information Processing Systems, 2007
7822007
Multi-task reinforcement learning: a hierarchical bayesian approach
A Wilson, A Fern, S Ray, P Tadepalli
Proceedings of the 24th international conference on Machine learning, 1015-1022, 2007
3922007
Supervised versus multiple instance learning: An empirical comparison
S Ray, M Craven
Proceedings of the 22nd international conference on Machine learning, 697-704, 2005
3092005
Hierarchical hidden markov models for information extraction
M Skounakis, M Craven, S Ray
International Joint Conference on Artificial Intelligence 18, 427-433, 2003
2242003
Online multiple instance regression
ZG Wang, ZS Zhao, CS Zhang
Chinese Physics B 22 (9), 098702, 2013
1952013
Representing sentence structure in hidden Markov models for information extraction
S Ray, M Craven
International Joint Conference on Artificial Intelligence 17 (1), 1273-1279, 2001
1902001
Automatic discovery and transfer of MAXQ hierarchies
N Mehta, S Ray, P Tadepalli, T Dietterich
Proceedings of the 25th international conference on Machine learning, 648-655, 2008
1172008
A theoretical and empirical analysis of support vector machine methods for multiple-instance classification
G Doran, S Ray
Machine learning 97, 79-102, 2014
992014
Learning statistical models for annotating proteins with function information using biomedical text
S Ray, M Craven
BMC bioinformatics 6, 1-9, 2005
652005
Automatic stent detection in intravascular OCT images using bagged decision trees
H Lu, M Gargesha, Z Wang, D Chamie, GF Attizzani, T Kanaya, S Ray, ...
Biomedical optics express 3 (11), 2809-2824, 2012
632012
Online Planning for Resource Production in Real-Time Strategy Games.
H Chan, A Fern, S Ray, N Wilson, C Ventura
ICAPS, 65-72, 2007
602007
Accurate estimation of short read mapping quality for next-generation genome sequencing
M Ruffalo, M Koyutürk, S Ray, T LaFramboise
Bioinformatics 28 (18), i349-i355, 2012
482012
Skewing: An efficient alternative to lookahead for decision tree induction
D Page, S Ray
INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE 18, 601-612, 2003
412003
A large-scale empirical analysis of email spam detection through network characteristics in a stand-alone enterprise
T Ouyang, S Ray, M Allman, M Rabinovich
Computer Networks 59, 101-121, 2014
382014
Toward an infrastructure for data-driven multimodal communication research
FF Steen, A Hougaard, J Joo, I Olza, CP Cánovas, A Pleshakova, S Ray, ...
Linguistics Vanguard 4 (1), 20170041, 2018
372018
Bayesian Hierarchical Reinforcement Learning
F Cao, S Ray
Advances in Neural Information Processing Systems 25, 73-81, 2012
362012
Automated stent coverage analysis in intravascular OCT (IVOCT) image volumes using a support vector machine and mesh growing
H Lu, J Lee, S Ray, K Tanaka, HG Bezerra, AM Rollins, DL Wilson
Biomedical Optics Express 10 (6), 2809-2828, 2019
272019
Development and validation of a machine learning algorithm for predicting response to anticholinergic medications for overactive bladder syndrome
D Sheyn, M Ju, S Zhang, C Anyaeche, A Hijaz, J Mangel, S Mahajan, ...
Obstetrics & Gynecology 134 (5), 946-957, 2019
232019
Offline reinforcement learning with task hierarchies
D Schwab, S Ray
Machine learning 106, 1569-1598, 2017
232017
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