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@article{DBLP:journals/corr/abs-2102-02872,
  author       = {Jonathan C. Spencer and
                  Sanjiban Choudhury and
                  Arun Venkatraman and
                  Brian D. Ziebart and
                  J. Andrew Bagnell},
  title        = {Feedback in Imitation Learning: The Three Regimes of Covariate Shift},
  journal      = {CoRR},
  volume       = {abs/2102.02872},
  year         = {2021}
}

@article{DBLP:journals/ijcaet/NSV20,
  author       = {Arunkumar N. and
                  P. Mohamed Shakeel and
                  Venkatraman V.},
  title        = {Automatic identification of acute arthritis from ayurvedic wrist pulses},
  journal      = {Int. J. Comput. Aided Eng. Technol.},
  volume       = {12},
  number       = {1},
  pages        = {68--73},
  year         = {2020}
}

@article{DBLP:journals/tjs/VenkatramanSK20,
  author       = {S. Venkatraman and
                  B. Surendiran and
                  P. Arun Raj Kumar},
  title        = {Spam e-mail classification for the Internet of Things environment
                  using semantic similarity approach},
  journal      = {J. Supercomput.},
  volume       = {76},
  number       = {2},
  pages        = {756--776},
  year         = {2020}
}

@article{DBLP:journals/cj/SubbarayaluSK19,
  author       = {Venkatraman Subbarayalu and
                  B. Surendiran and
                  P. Arun Raj Kumar},
  title        = {Hybrid Network Intrusion Detection System for Smart Environments Based
                  on Internet of Things},
  journal      = {Comput. J.},
  volume       = {62},
  number       = {12},
  pages        = {1822--1839},
  year         = {2019}
}

@article{DBLP:journals/cluster/VenkatramanK19,
  author       = {S. Venkatraman and
                  P. Arun Raj Kumar},
  title        = {Improving Adhoc wireless sensor networks security using distributed
                  automaton},
  journal      = {Clust. Comput.},
  volume       = {22},
  number       = {6},
  pages        = {14551--14557},
  year         = {2019}
}

@article{DBLP:journals/fgcs/AbdulhayNNVV18,
  author       = {Enas W. Abdulhay and
                  Arunkumar N. and
                  Kumaravelu Narasimhan and
                  Elamaran Vellaiappan and
                  Venkatraman V.},
  title        = {Gait and tremor investigation using machine learning techniques for
                  the diagnosis of Parkinson disease},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {83},
  pages        = {366--373},
  year         = {2018}
}

@article{DBLP:journals/jms/AbdulhayMINV18,
  author       = {Enas W. Abdulhay and
                  Mazin Abed Mohammed and
                  Dheyaa Ahmed Ibrahim and
                  Arunkumar N. and
                  Venkatraman V.},
  title        = {Computer Aided Solution for Automatic Segmenting and Measurements
                  of Blood Leucocytes Using Static Microscope Images},
  journal      = {J. Medical Syst.},
  volume       = {42},
  number       = {4},
  pages        = {58:1--58:12},
  year         = {2018}
}

@inproceedings{DBLP:conf/wsc/MorriceBMSAV18,
  author       = {Douglas J. Morrice and
                  Jonathan F. Bard and
                  Harshit Mehta and
                  Swarup Sahoo and
                  Natesh B. Arunachalam and
                  Prashanth Venkatraman},
  title        = {Using simulation to Design a Worklife Integrated Practice Unit},
  booktitle    = {{WSC}},
  pages        = {2624--2635},
  publisher    = {{IEEE}},
  year         = {2018}
}

@phdthesis{DBLP:phd/us/Venkatraman18,
  author       = {Arun Venkatraman},
  title        = {Training Strategies for Time Series: Learning for Prediction, Filtering,
                  and Reinforcement Learning},
  school       = {Carnegie Mellon University, {USA}},
  year         = {2017}
}

@article{DBLP:journals/arobots/MullingVVDWJHSC17,
  author       = {Katharina M{\"{u}}lling and
                  Arun Venkatraman and
                  Jean{-}Sebastien Valois and
                  John Downey and
                  Jeffrey M. Weiss and
                  Shervin Javdani and
                  Martial Hebert and
                  Andrew B. Schwartz and
                  Jennifer L. Collinger and
                  J. Andrew Bagnell},
  title        = {Autonomy infused teleoperation with application to brain computer
                  interface controlled manipulation},
  journal      = {Auton. Robots},
  volume       = {41},
  number       = {6},
  pages        = {1401--1422},
  year         = {2017}
}

@article{DBLP:journals/prl/NKVAFKS17,
  author       = {Arunkumar N. and
                  Kannan Ramkumar and
                  Venkatraman V. and
                  Enas W. Abdulhay and
                  Steven Lawrence Fernandes and
                  Seifedine Nimer Kadry and
                  Sophia Segal},
  title        = {Classification of focal and non focal {EEG} using entropies},
  journal      = {Pattern Recognit. Lett.},
  volume       = {94},
  pages        = {112--117},
  year         = {2017}
}

@inproceedings{DBLP:conf/aistats/HuSVHB17,
  author       = {Hanzhang Hu and
                  Wen Sun and
                  Arun Venkatraman and
                  Martial Hebert and
                  J. Andrew Bagnell},
  title        = {Gradient Boosting on Stochastic Data Streams},
  booktitle    = {{AISTATS}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {54},
  pages        = {595--603},
  publisher    = {{PMLR}},
  year         = {2017}
}

@inproceedings{DBLP:conf/bigdata/GovindarajuIAVR17,
  author       = {Venkatraman Govindaraju and
                  Sam Idicula and
                  Sandeep R. Agrawal and
                  Venkatanathan Vardarajan and
                  Arun Raghavan and
                  Jarod Wen and
                  Cagri Balkesen and
                  Georgios Giannikis and
                  Nipun Agarwal and
                  Eric Sedlar},
  title        = {Big Data Processing: Scalability with Extreme Single-Node Performance},
  booktitle    = {BigData Congress},
  pages        = {129--136},
  publisher    = {{IEEE} Computer Society},
  year         = {2017}
}

@inproceedings{DBLP:conf/icml/SunVGBB17,
  author       = {Wen Sun and
                  Arun Venkatraman and
                  Geoffrey J. Gordon and
                  Byron Boots and
                  J. Andrew Bagnell},
  title        = {Deeply AggreVaTeD: Differentiable Imitation Learning for Sequential
                  Prediction},
  booktitle    = {{ICML}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {70},
  pages        = {3309--3318},
  publisher    = {{PMLR}},
  year         = {2017}
}

@inproceedings{DBLP:conf/micro/AgrawalIRVGVBGR17,
  author       = {Sandeep R. Agrawal and
                  Sam Idicula and
                  Arun Raghavan and
                  Evangelos Vlachos and
                  Venkatraman Govindaraju and
                  Venkatanathan Varadarajan and
                  Cagri Balkesen and
                  Georgios Giannikis and
                  Charlie Roth and
                  Nipun Agarwal and
                  Eric Sedlar},
  title        = {A many-core architecture for in-memory data processing},
  booktitle    = {{MICRO}},
  pages        = {245--258},
  publisher    = {{ACM}},
  year         = {2017}
}

@inproceedings{DBLP:conf/nips/VenkatramanRSPH17,
  author       = {Arun Venkatraman and
                  Nicholas Rhinehart and
                  Wen Sun and
                  Lerrel Pinto and
                  Martial Hebert and
                  Byron Boots and
                  Kris M. Kitani and
                  James Andrew Bagnell},
  title        = {Predictive-State Decoders: Encoding the Future into Recurrent Networks},
  booktitle    = {{NIPS}},
  pages        = {1172--1183},
  year         = {2017}
}

@article{DBLP:journals/corr/HuSVHB17,
  author       = {Hanzhang Hu and
                  Wen Sun and
                  Arun Venkatraman and
                  Martial Hebert and
                  J. Andrew Bagnell},
  title        = {Gradient Boosting on Stochastic Data Streams},
  journal      = {CoRR},
  volume       = {abs/1703.00377},
  year         = {2017}
}

@article{DBLP:journals/corr/SunVGBB17,
  author       = {Wen Sun and
                  Arun Venkatraman and
                  Geoffrey J. Gordon and
                  Byron Boots and
                  J. Andrew Bagnell},
  title        = {Deeply AggreVaTeD: Differentiable Imitation Learning for Sequential
                  Prediction},
  journal      = {CoRR},
  volume       = {abs/1703.01030},
  year         = {2017}
}

@article{DBLP:journals/corr/abs-1709-08520,
  author       = {Arun Venkatraman and
                  Nicholas Rhinehart and
                  Wen Sun and
                  Lerrel Pinto and
                  Martial Hebert and
                  Byron Boots and
                  Kris M. Kitani and
                  J. Andrew Bagnell},
  title        = {Predictive-State Decoders: Encoding the Future into Recurrent Networks},
  journal      = {CoRR},
  volume       = {abs/1709.08520},
  year         = {2017}
}

@inproceedings{DBLP:conf/aaai/VenkatramanSHBB16,
  author       = {Arun Venkatraman and
                  Wen Sun and
                  Martial Hebert and
                  J. Andrew Bagnell and
                  Byron Boots},
  title        = {Online Instrumental Variable Regression with Applications to Online
                  Linear System Identification},
  booktitle    = {{AAAI}},
  pages        = {2101--2107},
  publisher    = {{AAAI} Press},
  year         = {2016}
}

@inproceedings{DBLP:conf/icml/SunVBB16,
  author       = {Wen Sun and
                  Arun Venkatraman and
                  Byron Boots and
                  J. Andrew Bagnell},
  title        = {Learning to Filter with Predictive State Inference Machines},
  booktitle    = {{ICML}},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {48},
  pages        = {1197--1205},
  publisher    = {JMLR.org},
  year         = {2016}
}

@inproceedings{DBLP:conf/ijcai/VenkatramanSHBB16,
  author       = {Arun Venkatraman and
                  Wen Sun and
                  Martial Hebert and
                  Byron Boots and
                  J. Andrew Bagnell},
  title        = {Inference Machines for Nonparametric Filter Learning},
  booktitle    = {{IJCAI}},
  pages        = {2074--2081},
  publisher    = {{IJCAI/AAAI} Press},
  year         = {2016}
}

@inproceedings{DBLP:conf/iser/VenkatramanCPHN16,
  author       = {Arun Venkatraman and
                  Roberto Capobianco and
                  Lerrel Pinto and
                  Martial Hebert and
                  Daniele Nardi and
                  J. Andrew Bagnell},
  title        = {Improved Learning of Dynamics Models for Control},
  booktitle    = {{ISER}},
  series       = {Springer Proceedings in Advanced Robotics},
  volume       = {1},
  pages        = {703--713},
  publisher    = {Springer},
  year         = {2016}
}

@inproceedings{DBLP:conf/aaai/VenkatramanHB15,
  author       = {Arun Venkatraman and
                  Martial Hebert and
                  J. Andrew Bagnell},
  title        = {Improving Multi-Step Prediction of Learned Time Series Models},
  booktitle    = {{AAAI}},
  pages        = {3024--3030},
  publisher    = {{AAAI} Press},
  year         = {2015}
}

@inproceedings{DBLP:conf/rss/MullingVVDWJHSC15,
  author       = {Katharina M{\"{u}}lling and
                  Arun Venkatraman and
                  Jean{-}Sebastien Valois and
                  John Downey and
                  Jeffrey M. Weiss and
                  Shervin Javdani and
                  Martial Hebert and
                  Andrew B. Schwartz and
                  Jennifer L. Collinger and
                  J. Andrew Bagnell},
  title        = {Autonomy Infused Teleoperation with Application to {BCI} Manipulation},
  booktitle    = {Robotics: Science and Systems},
  year         = {2015}
}

@article{DBLP:journals/corr/MullingVVDWJHSC15,
  author       = {Katharina M{\"{u}}lling and
                  Arun Venkatraman and
                  Jean{-}Sebastien Valois and
                  John Downey and
                  Jeffrey M. Weiss and
                  Shervin Javdani and
                  Martial Hebert and
                  Andrew B. Schwartz and
                  Jennifer L. Collinger and
                  J. Andrew Bagnell},
  title        = {Autonomy Infused Teleoperation with Application to {BCI} Manipulation},
  journal      = {CoRR},
  volume       = {abs/1503.05451},
  year         = {2015}
}

@article{DBLP:journals/corr/SunVBB15,
  author       = {Wen Sun and
                  Arun Venkatraman and
                  Byron Boots and
                  J. Andrew Bagnell},
  title        = {Learning to Filter with Predictive State Inference Machines},
  journal      = {CoRR},
  volume       = {abs/1512.08836},
  year         = {2015}
}

@article{DBLP:journals/arobots/KatzVKBS14,
  author       = {Dov Katz and
                  Arun Venkatraman and
                  Moslem Kazemi and
                  J. Andrew Bagnell and
                  Anthony Stentz},
  title        = {Perceiving, learning, and exploiting object affordances for autonomous
                  pile manipulation},
  journal      = {Auton. Robots},
  volume       = {37},
  number       = {4},
  pages        = {369--382},
  year         = {2014}
}

@inproceedings{DBLP:conf/rss/KatzVKBS13,
  author       = {Dov Katz and
                  Arun Venkatraman and
                  Moslem Kazemi and
                  Drew Bagnell and
                  Anthony Stentz},
  title        = {Perceiving, Learning, and Exploiting Object Affordances for Autonomous
                  Pile Manipulation},
  booktitle    = {Robotics: Science and Systems},
  year         = {2013}
}

@article{DBLP:journals/isr/TanriverdiRV10,
  author       = {H{\"{u}}seyin Tanriverdi and
                  Arun Rai and
                  N. Venkatraman},
  title        = {Research Commentary - Reframing the Dominant Quests of Information
                  Systems Strategy Research for Complex Adaptive Business Systems},
  journal      = {Inf. Syst. Res.},
  volume       = {21},
  number       = {4},
  pages        = {822--834},
  year         = {2010}
}

@inproceedings{DBLP:conf/vlsid/VenkatramanPKRR09,
  author       = {R. Venkatraman and
                  Shrikrishna Pundoor and
                  Arun Koithyar and
                  Madhusudan Rao and
                  Jagdish C. Rao},
  title        = {Optimisation Quality Assessment in Large, Complex SoC Designs Challenges
                  and Solutions},
  booktitle    = {{VLSI} Design},
  pages        = {525--530},
  publisher    = {{IEEE} Computer Society},
  year         = {2009}
}

@inproceedings{DBLP:conf/glvlsi/VenkatramanGK08,
  author       = {Arunprasad Venkatraman and
                  Rajesh Garg and
                  Sunil P. Khatri},
  title        = {A robust, fast pulsed flip-flop design},
  booktitle    = {{ACM} Great Lakes Symposium on {VLSI}},
  pages        = {119--122},
  publisher    = {{ACM}},
  year         = {2008}
}

@article{DBLP:journals/is/VenkatramanS95,
  author       = {Santosh S. Venkatraman and
                  Arun Sen},
  title        = {Formalization of an {IS-A} based Extended Nested Relation Data Model},
  journal      = {Inf. Syst.},
  volume       = {20},
  number       = {1},
  pages        = {53--72},
  year         = {1995}
}

@article{DBLP:journals/tsmc/VenkatramanS92,
  author       = {Santosh S. Venkatraman and
                  Arun Sen},
  title        = {Epistemological aspects of object schemes},
  journal      = {{IEEE} Trans. Syst. Man Cybern.},
  volume       = {22},
  number       = {2},
  pages        = {352--359},
  year         = {1992}
}