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ORCIDBibTeX records: Srinjoy Das
@article{DBLP:journals/corr/abs-2403-00965,
author = {Hamed Khosravi and
Srinjoy Das and
Abdullah Al{-}Mamun and
Imtiaz Ahmed},
title = {Binary Gaussian Copula Synthesis: {A} Novel Data Augmentation Technique
to Advance ML-based Clinical Decision Support Systems for Early Prediction
of Dialysis Among {CKD} Patients},
journal = {CoRR},
volume = {abs/2403.00965},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.00965},
doi = {10.48550/ARXIV.2403.00965},
eprinttype = {arXiv},
eprint = {2403.00965},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-00965.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11337,
author = {Xue Bai and
Tasmiah Haque and
Sumit Mohan and
Yuliang Cai and
Byungheon Jeong and
Adam Halasz and
Srinjoy Das},
title = {Enhancing Bandwidth Efficiency for Video Motion Transfer Applications
using Deep Learning Based Keypoint Prediction},
journal = {CoRR},
volume = {abs/2403.11337},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.11337},
doi = {10.48550/ARXIV.2403.11337},
eprinttype = {arXiv},
eprint = {2403.11337},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-11337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-11192,
author = {Srinjoy Das and
Lawrence Rauchwerger},
title = {Automatic Task Parallelization of Dataflow Graphs in {ML/DL} models},
journal = {CoRR},
volume = {abs/2308.11192},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.11192},
doi = {10.48550/ARXIV.2308.11192},
eprinttype = {arXiv},
eprint = {2308.11192},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-11192.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-09333,
author = {Hamed Khosravi and
Sarah Farhadpour and
Manikanta Grandhi and
Ahmed Shoyeb Raihan and
Srinjoy Das and
Imtiaz Ahmed},
title = {Strategic Data Augmentation with {CTGAN} for Smart Manufacturing:
Enhancing Machine Learning Predictions of Paper Breaks in Pulp-and-Paper
Production},
journal = {CoRR},
volume = {abs/2311.09333},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.09333},
doi = {10.48550/ARXIV.2311.09333},
eprinttype = {arXiv},
eprint = {2311.09333},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-09333.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-09591,
author = {Ahmed Shoyeb Raihan and
Hamed Khosravi and
Srinjoy Das and
Imtiaz Ahmed},
title = {Accelerating material discovery with a threshold-driven hybrid acquisition
policy-based Bayesian optimization},
journal = {CoRR},
volume = {abs/2311.09591},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.09591},
doi = {10.48550/ARXIV.2311.09591},
eprinttype = {arXiv},
eprint = {2311.09591},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-09591.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-04063,
author = {Israt Zarin Era and
Imtiaz Ahmed and
Zhichao Liu and
Srinjoy Das},
title = {An unsupervised approach towards promptable defect segmentation in
laser-based additive manufacturing by Segment Anything},
journal = {CoRR},
volume = {abs/2312.04063},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.04063},
doi = {10.48550/ARXIV.2312.04063},
eprinttype = {arXiv},
eprint = {2312.04063},
timestamp = {Mon, 01 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-04063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-03126,
author = {Srishti Mishra and
Srinjoy Das},
title = {Effective City Planning: {A} Data Driven Analysis of Infrastructure
and Citizen Feedback in Bangalore},
journal = {CoRR},
volume = {abs/2211.03126},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.03126},
doi = {10.48550/ARXIV.2211.03126},
eprinttype = {arXiv},
eprint = {2211.03126},
timestamp = {Wed, 09 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-03126.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ColbertKD21,
author = {Ian Colbert and
Kenneth Kreutz{-}Delgado and
Srinjoy Das},
title = {An Energy-Efficient Edge Computing Paradigm for Convolution-Based
Image Upsampling},
journal = {{IEEE} Access},
volume = {9},
pages = {147967--147984},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3123938},
doi = {10.1109/ACCESS.2021.3123938},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ColbertKD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fams/DasMC21,
author = {Srinjoy Das and
Hrushikesh N. Mhaskar and
Alexander Cloninger},
title = {Kernel Distance Measures for Time Series, Random Fields and Other
Structured Data},
journal = {Frontiers Appl. Math. Stat.},
volume = {7},
pages = {787455},
year = {2021},
url = {https://doi.org/10.3389/fams.2021.787455},
doi = {10.3389/FAMS.2021.787455},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fams/DasMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/CaiMNJCD21,
author = {Yuliang Cai and
Sumit Mohan and
Adithya Niranjan and
Nilesh Jain and
Alex Cloninger and
Srinjoy Das},
title = {A Manifold Learning based Video Prediction approach for Deep Motion
Transfer},
booktitle = {{IEEE/CVF} International Conference on Computer Vision Workshops,
{ICCVW} 2021, Montreal, BC, Canada, October 11-17, 2021},
pages = {4214--4221},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCVW54120.2021.00470},
doi = {10.1109/ICCVW54120.2021.00470},
timestamp = {Fri, 03 Dec 2021 17:37:22 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/CaiMNJCD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-00294,
author = {Ian Colbert and
Jake Daly and
Kenneth Kreutz{-}Delgado and
Srinjoy Das},
title = {A Competitive Edge: Can FPGAs Beat GPUs at {DCNN} Inference Acceleration
in Resource-Limited Edge Computing Applications?},
journal = {CoRR},
volume = {abs/2102.00294},
year = {2021},
url = {https://arxiv.org/abs/2102.00294},
eprinttype = {arXiv},
eprint = {2102.00294},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-00294.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-00534,
author = {Siqiao Ruan and
Ian Colbert and
Kenneth Kreutz{-}Delgado and
Srinjoy Das},
title = {Generative and Discriminative Deep Belief Network Classifiers: Comparisons
Under an Approximate Computing Framework},
journal = {CoRR},
volume = {abs/2102.00534},
year = {2021},
url = {https://arxiv.org/abs/2102.00534},
eprinttype = {arXiv},
eprint = {2102.00534},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-00534.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-07647,
author = {Ian Colbert and
Kenneth Kreutz{-}Delgado and
Srinjoy Das},
title = {An Energy-Efficient Edge Computing Paradigm for Convolution-based
Image Upsampling},
journal = {CoRR},
volume = {abs/2107.07647},
year = {2021},
url = {https://arxiv.org/abs/2107.07647},
eprinttype = {arXiv},
eprint = {2107.07647},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-07647.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-14752,
author = {Srinjoy Das and
Hrushikesh N. Mhaskar and
Alexander Cloninger},
title = {Kernel distance measures for time series, random fields and other
structured data},
journal = {CoRR},
volume = {abs/2109.14752},
year = {2021},
url = {https://arxiv.org/abs/2109.14752},
eprinttype = {arXiv},
eprint = {2109.14752},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-14752.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-02690,
author = {Xinyu Zhang and
Srinjoy Das and
Kenneth Kreutz{-}Delgado},
title = {Tuning Confidence Bound for Stochastic Bandits with Bandit Distance},
journal = {CoRR},
volume = {abs/2110.02690},
year = {2021},
url = {https://arxiv.org/abs/2110.02690},
eprinttype = {arXiv},
eprint = {2110.02690},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-02690.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-08271,
author = {Xinyu Zhang and
Ian Colbert and
Kenneth Kreutz{-}Delgado and
Srinjoy Das},
title = {Training Deep Neural Networks with Joint Quantization and Pruning
of Weights and Activations},
journal = {CoRR},
volume = {abs/2110.08271},
year = {2021},
url = {https://arxiv.org/abs/2110.08271},
eprinttype = {arXiv},
eprint = {2110.08271},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-08271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/PotapovCKCD19,
author = {Alexander Potapov and
Ian Colbert and
Kenneth Kreutz{-}Delgado and
Alexander Cloninger and
Srinjoy Das},
editor = {Michael B. Matthews},
title = {{PT-MMD:} {A} Novel Statistical Framework for the Evaluation of Generative
Systems},
booktitle = {53rd Asilomar Conference on Signals, Systems, and Computers, {ACSCC}
2019, Pacific Grove, CA, USA, November 3-6, 2019},
pages = {2219--2223},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IEEECONF44664.2019.9048757},
doi = {10.1109/IEEECONF44664.2019.9048757},
timestamp = {Wed, 04 Nov 2020 13:32:57 +0100},
biburl = {https://dblp.org/rec/conf/acssc/PotapovCKCD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ColbertKD19,
author = {Ian Colbert and
Kenneth Kreutz{-}Delgado and
Srinjoy Das},
title = {{AX-DBN:} An Approximate Computing Framework for the Design of Low-Power
Discriminative Deep Belief Networks},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--9},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8852476},
doi = {10.1109/IJCNN.2019.8852476},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ColbertKD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-04659,
author = {Ian Colbert and
Kenneth Kreutz{-}Delgado and
Srinjoy Das},
title = {{AX-DBN:} An Approximate Computing Framework for the Design of Low-Power
Discriminative Deep Belief Networks},
journal = {CoRR},
volume = {abs/1903.04659},
year = {2019},
url = {http://arxiv.org/abs/1903.04659},
eprinttype = {arXiv},
eprint = {1903.04659},
timestamp = {Tue, 02 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-04659.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12454,
author = {Alexander Potapov and
Ian Colbert and
Kenneth Kreutz{-}Delgado and
Alexander Cloninger and
Srinjoy Das},
title = {{PT-MMD:} {A} Novel Statistical Framework for the Evaluation of Generative
Systems},
journal = {CoRR},
volume = {abs/1910.12454},
year = {2019},
url = {http://arxiv.org/abs/1910.12454},
eprinttype = {arXiv},
eprint = {1910.12454},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12454.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XuDK17,
author = {Xiaojing Xu and
Srinjoy Das and
Kenneth Kreutz{-}Delgado},
title = {ApproxDBN: Approximate Computing for Discriminative Deep Belief Networks},
journal = {CoRR},
volume = {abs/1704.03993},
year = {2017},
url = {http://arxiv.org/abs/1704.03993},
eprinttype = {arXiv},
eprint = {1704.03993},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XuDK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangDNK17,
author = {Xinyu Zhang and
Srinjoy Das and
Ojash Neopane and
Kenneth Kreutz{-}Delgado},
title = {A Design Methodology for Efficient Implementation of Deconvolutional
Neural Networks on an {FPGA}},
journal = {CoRR},
volume = {abs/1705.02583},
year = {2017},
url = {http://arxiv.org/abs/1705.02583},
eprinttype = {arXiv},
eprint = {1705.02583},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangDNK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbcas/PedroniDAMJMKC16,
author = {Bruno U. Pedroni and
Srinjoy Das and
John V. Arthur and
Paul A. Merolla and
Bryan L. Jackson and
Dharmendra S. Modha and
Kenneth Kreutz{-}Delgado and
Gert Cauwenberghs},
title = {Mapping Generative Models onto a Network of Digital Spiking Neurons},
journal = {{IEEE} Trans. Biomed. Circuits Syst.},
volume = {10},
number = {4},
pages = {837--854},
year = {2016},
url = {https://doi.org/10.1109/TBCAS.2016.2539352},
doi = {10.1109/TBCAS.2016.2539352},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbcas/PedroniDAMJMKC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/NeopaneDAK16,
author = {Ojash Neopane and
Srinjoy Das and
Ery Arias{-}Castro and
Kenneth Kreutz{-}Delgado},
title = {A nonparametric framework for quantifying generative inference on
neuromorphic systems},
booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2016,
Montr{\'{e}}al, QC, Canada, May 22-25, 2016},
pages = {1346--1349},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ISCAS.2016.7527498},
doi = {10.1109/ISCAS.2016.7527498},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/iscas/NeopaneDAK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NeopaneDAK16,
author = {Ojash Neopane and
Srinjoy Das and
Ery Arias{-}Castro and
Kenneth Kreutz{-}Delgado},
title = {A Nonparametric Framework for Quantifying Generative Inference on
Neuromorphic Systems},
journal = {CoRR},
volume = {abs/1602.05996},
year = {2016},
url = {http://arxiv.org/abs/1602.05996},
eprinttype = {arXiv},
eprint = {1602.05996},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NeopaneDAK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/DasPMACJMCK15,
author = {Srinjoy Das and
Bruno Umbria Pedroni and
Paul Merolla and
John V. Arthur and
Andrew S. Cassidy and
Bryan L. Jackson and
Dharmendra S. Modha and
Gert Cauwenberghs and
Kenneth Kreutz{-}Delgado},
title = {Gibbs sampling with low-power spiking digital neurons},
booktitle = {2015 {IEEE} International Symposium on Circuits and Systems, {ISCAS}
2015, Lisbon, Portugal, May 24-27, 2015},
pages = {2704--2707},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISCAS.2015.7169244},
doi = {10.1109/ISCAS.2015.7169244},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscas/DasPMACJMCK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DasPMACJMCK15,
author = {Srinjoy Das and
Bruno U. Pedroni and
Paul Merolla and
John V. Arthur and
Andrew S. Cassidy and
Bryan L. Jackson and
Dharmendra S. Modha and
Gert Cauwenberghs and
Kenneth Kreutz{-}Delgado},
title = {Gibbs Sampling with Low-Power Spiking Digital Neurons},
journal = {CoRR},
volume = {abs/1503.07793},
year = {2015},
url = {http://arxiv.org/abs/1503.07793},
eprinttype = {arXiv},
eprint = {1503.07793},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DasPMACJMCK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PedroniDAMJMKC15,
author = {Bruno U. Pedroni and
Srinjoy Das and
John V. Arthur and
Paul Merolla and
Bryan L. Jackson and
Dharmendra S. Modha and
Kenneth Kreutz{-}Delgado and
Gert Cauwenberghs},
title = {Mapping Generative Models onto Networks of Digital Spiking Neurons},
journal = {CoRR},
volume = {abs/1509.07302},
year = {2015},
url = {http://arxiv.org/abs/1509.07302},
eprinttype = {arXiv},
eprint = {1509.07302},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PedroniDAMJMKC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/PedroniDNKC13,
author = {Bruno U. Pedroni and
Srinjoy Das and
Emre Neftci and
Kenneth Kreutz{-}Delgado and
Gert Cauwenberghs},
title = {Neuromorphic adaptations of restricted Boltzmann machines and deep
belief networks},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--6},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6707067},
doi = {10.1109/IJCNN.2013.6707067},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/PedroniDNKC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NeftciDPKC13,
author = {Emre Neftci and
Srinjoy Das and
Bruno U. Pedroni and
Kenneth Kreutz{-}Delgado and
Gert Cauwenberghs},
title = {Event-Driven Contrastive Divergence for Spiking Neuromorphic Systems},
journal = {CoRR},
volume = {abs/1311.0966},
year = {2013},
url = {http://arxiv.org/abs/1311.0966},
eprinttype = {arXiv},
eprint = {1311.0966},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NeftciDPKC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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