Janardhan Rao (Jana) Doppa
Janardhan Rao (Jana) Doppa
George and Joan Berry Professor in Engineering, Washington State University
Verified email at eecs.wsu.edu - Homepage
TitleCited byYear
Data-driven activity prediction: Algorithms, evaluation methodology, and applications
B Minor, JR Doppa, DJ Cook
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
53*2015
HC-Search: A Learning Framework for Search-based Structured Prediction.
JR Doppa, A Fern, P Tadepalli
Journal of Artificial Intelligence Research (JAIR) 50, 369-407, 2014
442014
Structured prediction via output space search
JR Doppa, A Fern, P Tadepalli
The Journal of Machine Learning Research 15 (1), 1317-1350, 2014
442014
HC-Search for structured prediction in computer vision
M Lam, JR Doppa, S Todorovic, TG Dietterich
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
36*2015
On-chip communication network for efficient training of deep convolutional networks on heterogeneous manycore systems
W Choi, K Duraisamy, RG Kim, JR Doppa, PP Pande, D Marculescu, ...
IEEE Transactions on Computers 67 (5), 672-686, 2017
32*2017
Chance-constrained programs for link prediction
JR Doppa, J Yu, P Tadepalli, L Getoor
NIPS workshop on analyzing networks and learning with graphs, 2009
322009
Learning algorithms for link prediction based on chance constraints
JR Doppa, J Yu, P Tadepalli, L Getoor
European Conference on Machine Learning (ECML), 344-360, 2010
292010
Design-Space Exploration and Optimization of an Energy-Efficient and Reliable 3-D Small-World Network-on-Chip
S Das, JR Doppa, PP Pande, K Chakrabarty
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2017
282017
Prune-and-score: Learning for greedy coreference resolution
C Ma, JR Doppa, JW Orr, P Mannem, X Fern, T Dietterich, P Tadepalli
Proceedings of the 2014 Conference on Empirical Methods in Natural Language …, 2014
282014
A Compositional Framework for Grounding Language Inference, Generation, and Acquisition in Video.
H Yu, N Siddharth, A Barbu, JM Siskind
Journal of Artificial Intelligence Research (JAIR) 52, 601-713, 2015
242015
HC-Search for Multi-Label Prediction: An Empirical Study.
JR Doppa, J Yu, C Ma, A Fern, P Tadepalli
AAAI Conference on Artificial Intelligence, 1795-1801, 2014
232014
Output space search for structured prediction
JR Doppa, A Fern, P Tadepalli
International Conference on Machine Learning (ICML), 2012
232012
Optimizing 3D NoC design for energy efficiency: A machine learning approach
S Das, JR Doppa, DH Kim, PP Pande, K Chakrabarty
Proceedings of the IEEE/ACM International Conference on Computer-Aided …, 2015
222015
Learning rules from incomplete examples via implicit mention models
JR Doppa, MS Sorower, M Nasresfahani, J Irvine, W Orr, TG Dietterich, ...
Journal of Machine Learning Research, Proceedings Track 20, 197-212, 2011
22*2011
Inverting Grice's maxims to learn rules from natural language extractions
MS Sorower, JR Doppa, W Orr, P Tadepalli, TG Dietterich, XZ Fern
Advances in neural information processing systems, 1053-1061, 2011
222011
Learning Scripts as Hidden Markov Models.
JW Orr, P Tadepalli, JR Doppa, X Fern, TG Dietterich
AAAI Conference on Artificial Intelligence, 1565-1571, 2014
212014
HC-Search: Learning Heuristics and Cost Functions for Structured Prediction.
JR Doppa, A Fern, P Tadepalli
AAAI Conference on Artificial Intelligence (Outstanding Paper Award), 2013
192013
An ensemble architecture for learning complex problem-solving techniques from demonstration
XS Zhang, B Shrestha, S Yoon, S Kambhampati, P DiBona, JK Guo, ...
ACM Transactions on Intelligent Systems and Technology (TIST) 3 (4), 75, 2012
19*2012
Imitation learning for dynamic VFI control in large-scale manycore systems
RG Kim, W Choi, Z Chen, JR Doppa, PP Pande, D Marculescu, ...
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 25 (9 …, 2017
172017
3D plant modelling via hyperspectral imaging
J Liang, A Zia, J Zhou, X Sirault
Proceedings of the IEEE International Conference on Computer Vision …, 2013
112013
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