Janardhan Rao (Jana) Doppa

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Partha PandeWashington State UniversityCorreu electrònic verificat a wsu.edu
Krishnendu ChakrabartyFulton Professor of Microelectronics, School of Electrical and Computer and Energy EngineeringCorreu electrònic verificat a asu.edu
Aryan DeshwalUniversity of MinnesotaCorreu electrònic verificat a umn.edu
Biresh Kumar JoardarUniversity of HoustonCorreu electrònic verificat a central.uh.edu
Syrine BelakariaStanford UniversityCorreu electrònic verificat a cs.stanford.edu
Prasad TadepalliProfessor of Computer Science, Oregon State UniversityCorreu electrònic verificat a eecs.oregonstate.edu
Hai LiMarie Foote Reel E'46 Distinguished Professor of ECE Dept, Duke Univ.Correu electrònic verificat a duke.edu
Thomas DietterichDistinguished Professor (Emeritus), Computer Science, Oregon State UniversityCorreu electrònic verificat a cs.orst.edu
Alan FernOregon State UniversityCorreu electrònic verificat a oregonstate.edu
Diane J CookWashington State UniversityCorreu electrònic verificat a eecs.wsu.edu
Radu MarculescuThe University of Texas at AustinCorreu electrònic verificat a utexas.edu
Diana MarculescuThe University of Texas at AustinCorreu electrònic verificat a utexas.edu
Taha BelkhoujaPhD student, Washington State UniversityCorreu electrònic verificat a wsu.edu
Umit Yusuf OgrasGene Amdahl Professor, University of Wisconsin-MadisonCorreu electrònic verificat a wisc.edu
Ganapati BhatRaymond and Beverly Lorenz Distinguished Assistant Professor, Washington State UniversityCorreu electrònic verificat a wsu.edu
Sriraam NatarajanUniversity of Texas at DallasCorreu electrònic verificat a utdallas.edu
Dan RothProfessor of Computer Science, University of PennsylvaniaCorreu electrònic verificat a seas.upenn.edu
Eytan BakshyResearch Director, MetaCorreu electrònic verificat a fb.com
David ErikssonResearch Scientist Manager at MetaCorreu electrònic verificat a fb.com
Maximilian BalandatResearch Scientist Manager, MetaCorreu electrònic verificat a meta.com

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Janardhan Rao (Jana) Doppa

Huie-Rogers Endowed Chair Associate Professor, Washington State University

Correu electrònic verificat a eecs.wsu.edu - Pàgina d'inici

AI Machine Learning AI for Science Electronic Design Automation Computing Systems


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
Multi-source deep domain adaptation with weak supervision for time-series sensor data G Wilson, JR Doppa, DJ Cook Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020	169	2020
Max-value entropy search for multi-objective Bayesian optimization S Belakaria, A Deshwal, JR Doppa Advances in neural information processing systems 32, 2019	158	2019
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	154*	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	146*	2017
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	146*	2017
Uncertainty-aware search framework for multi-objective Bayesian optimization S Belakaria, A Deshwal, NK Jayakodi, JR Doppa Proceedings of the AAAI Conference on Artificial Intelligence 34 (06), 10044 …, 2020	101	2020
Bayesian optimization of nanoporous materials A Deshwal, CM Simon, JR Doppa Molecular Systems Design & Engineering 6 (12), 1066-1086, 2021	89	2021
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	84*	2014
Structured prediction via output space search JR Doppa, A Fern, P Tadepalli The Journal of Machine Learning Research 15 (1), 1317-1350, 2014	81*	2014
Learning-based application-agnostic 3D NoC design for heterogeneous manycore systems BK Joardar, RG Kim, JR Doppa, PP Pande, D Marculescu, R Marculescu IEEE Transactions on Computers 68 (6), 852-866, 2018	80	2018
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	80	2017
Dynamic resource management of heterogeneous mobile platforms via imitation learning SK Mandal, G Bhat, CA Patil, JR Doppa, PP Pande, UY Ogras IEEE Transactions on Very Large Scale Integration (VLSI) Systems 27 (12 …, 2019	69	2019
Machine learning for design space exploration and optimization of manycore systems RG Kim, JR Doppa, PP Pande 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-6, 2018	64	2018
Multi-fidelity multi-objective Bayesian optimization: An output space entropy search approach S Belakaria, A Deshwal, JR Doppa Proceedings of the AAAI Conference on artificial intelligence 34 (06), 10035 …, 2020	62	2020
An energy-aware online learning framework for resource management in heterogeneous platforms SK Mandal, G Bhat, JR Doppa, PP Pande, UY Ogras ACM Transactions on Design Automation of Electronic Systems (TODAES) 25 (3 …, 2020	56	2020
Combining latent space and structured kernels for Bayesian optimization over combinatorial spaces A Deshwal, J Doppa Advances in neural information processing systems 34, 8185-8200, 2021	55	2021
AccuReD: High accuracy training of CNNs on ReRAM/GPU heterogeneous 3-D architecture BK Joardar, JR Doppa, PP Pande, H Li, K Chakrabarty IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020	53	2020
Chance-constrained programs for link prediction JR Doppa, J Yu, P Tadepalli, L Getoor NIPS workshop on analyzing networks and learning with graphs, 2009	52	2009
Performance and thermal tradeoffs for energy-efficient monolithic 3D network-on-chip D Lee, S Das, JR Doppa, PP Pande, K Chakrabarty ACM Transactions on Design Automation of Electronic Systems (TODAES) 23 (5 …, 2018	51	2018
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	49	2015

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