2018
|
| 23. | Tarun Gupta; Akshat Kumar; Praveen Paruchuri Planning and Learning for Decentralized MDPs with Event Driven Rewards Conference AAAI Workshops, pp. 665, AAAI Press, 2018. BibTeX @inproceedings{DBLP:conf/aaai/GuptaKP18a,
title = {Planning and Learning for Decentralized MDPs with Event Driven Rewards},
author = {Tarun Gupta and Akshat Kumar and Praveen Paruchuri},
year = {2018},
date = {2018-01-01},
booktitle = {AAAI Workshops},
volume = {WS-18},
pages = {665},
publisher = {AAAI Press},
series = {AAAI Workshops},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 22. | Tarun Gupta; Akshat Kumar; Praveen Paruchuri Planning and Learning for Decentralized MDPs With Event Driven Rewards Conference AAAI, pp. 6186–6194, AAAI Press, 2018. BibTeX @inproceedings{DBLP:conf/aaai/GuptaKP18b,
title = {Planning and Learning for Decentralized MDPs With Event Driven Rewards},
author = {Tarun Gupta and Akshat Kumar and Praveen Paruchuri},
year = {2018},
date = {2018-01-01},
booktitle = {AAAI},
pages = {6186–6194},
publisher = {AAAI Press},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 21. | Praveen Paruchuri; Sujit Gujar Fusion of Game Theory and Big Data for AI Applications Conference BDA, pp. 55–69, Springer, 2018. BibTeX @inproceedings{DBLP:conf/bigda/ParuchuriG18,
title = {Fusion of Game Theory and Big Data for AI Applications},
author = {Praveen Paruchuri and Sujit Gujar},
year = {2018},
date = {2018-01-01},
booktitle = {BDA},
volume = {11297},
pages = {55–69},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 20. | Gaurav Gupta; Sreeja Kamishetty; Praveen Paruchuri A Prioritized Routing Assistant for Flow of Traffic Conference ITSC, pp. 3627–3632, IEEE, 2018. BibTeX @inproceedings{DBLP:conf/itsc/GuptaKP18,
title = {A Prioritized Routing Assistant for Flow of Traffic},
author = {Gaurav Gupta and Sreeja Kamishetty and Praveen Paruchuri},
year = {2018},
date = {2018-01-01},
booktitle = {ITSC},
pages = {3627–3632},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 19. | Ameya Prabhu; Girish Varma; Anoop Namboodiri Deep Expander Networks: Efficient Deep Networks from Graph Theory Conference Ferrari, Vittorio; Hebert, Martial; Sminchisescu, Cristian; Weiss, Yair (Ed.): Computer Vision — ECCV 2018, pp. 20–36, Springer International Publishing, Cham, 2018, ISBN: 978-3-030-01261-8. BibTeX @inproceedings{PVN18,
title = {Deep Expander Networks: Efficient Deep Networks from Graph Theory},
author = {Ameya Prabhu and Girish Varma and Anoop Namboodiri},
editor = {Vittorio Ferrari and Martial Hebert and Cristian Sminchisescu and Yair Weiss},
isbn = {978-3-030-01261-8},
year = {2018},
date = {2018-01-01},
booktitle = {Computer Vision — ECCV 2018},
pages = {20–36},
publisher = {Springer International Publishing},
address = {Cham},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 18. | Soham Saha; Girish Varma; Jawahar C V Improved Visual Relocalization by Discovering Anchor Points Conference British Machine Vision Conference 2018, BMVC 2018, Northumbria University, Newcastle, UK, September 3-6, 2018, pp. 164, 2018. Links | BibTeX @inproceedings{SVJ18,
title = {Improved Visual Relocalization by Discovering Anchor Points},
author = {Soham Saha and Girish Varma and C V Jawahar},
url = {http://bmvc2018.org/contents/papers/0962.pdf},
year = {2018},
date = {2018-01-01},
booktitle = {British Machine Vision Conference 2018, BMVC 2018, Northumbria University, Newcastle, UK, September 3-6, 2018},
pages = {164},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 17. | Sudhir Yarram; Girish Varma; Jawahar C V City-Scale Road Audit System using Deep Learning Conference International Conference on Intelligent Robots and Systems (IROS), Madrid, Spain, 2018, 2018. BibTeX @inproceedings{YVJ18,
title = {City-Scale Road Audit System using Deep Learning},
author = {Sudhir Yarram and Girish Varma and C V Jawahar},
year = {2018},
date = {2018-01-01},
booktitle = {International Conference on Intelligent Robots and Systems (IROS), Madrid, Spain, 2018},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2017
|
| 16. | Ganesh Ghalme; Shweta Jain; Sujit Gujar; Narahari Y Thompson Sampling Based Mechanisms for Stochastic Multi-Armed Bandit
Problems Conference AAMAS, pp. 87–95, ACM, 2017. BibTeX @inproceedings{DBLP:conf/atal/GhalmeJGN17,
title = {Thompson Sampling Based Mechanisms for Stochastic Multi-Armed Bandit
Problems},
author = {Ganesh Ghalme and Shweta Jain and Sujit Gujar and Y Narahari},
year = {2017},
date = {2017-01-01},
booktitle = {AAMAS},
pages = {87–95},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 15. | Praphul Chandra; Sujit Gujar; Yadati Narahari Referral-Embedded Provision Point Mechanisms for Crowdfunding of Public
Projects Conference AAMAS, pp. 642–650, ACM, 2017. BibTeX @inproceedings{DBLP:conf/atal/ChandraGN17,
title = {Referral-Embedded Provision Point Mechanisms for Crowdfunding of Public
Projects},
author = {Praphul Chandra and Sujit Gujar and Yadati Narahari},
year = {2017},
date = {2017-01-01},
booktitle = {AAMAS},
pages = {642–650},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 14. | Aritra Ghosh; Naresh Manwani; Sastry P S On the Robustness of Decision Tree Learning Under Label Noise Conference PAKDD (1), pp. 685–697, 2017. BibTeX @inproceedings{DBLP:conf/pakdd/GhoshMS17,
title = {On the Robustness of Decision Tree Learning Under Label Noise},
author = {Aritra Ghosh and Naresh Manwani and P S Sastry},
year = {2017},
date = {2017-01-01},
booktitle = {PAKDD (1)},
volume = {10234},
pages = {685–697},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 13. | Rashi Aswani; Sai Krishna Munnangi; Praveen Paruchuri Improving Surveillance Using Cooperative Target Observation Conference AAAI, pp. 2985–2991, AAAI Press, 2017. BibTeX @inproceedings{DBLP:conf/aaai/AswaniMP17,
title = {Improving Surveillance Using Cooperative Target Observation},
author = {Rashi Aswani and Sai Krishna Munnangi and Praveen Paruchuri},
year = {2017},
date = {2017-01-01},
booktitle = {AAAI},
pages = {2985–2991},
publisher = {AAAI Press},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 12. | Sujit Gujar; Boi Faltings Auction Based Mechanisms for Dynamic Task Assignments in Expert Crowdsourcing Book Chapter Ceppi, Sofia; David, Esther; Hajaj, Chen; Robu, Valentin; Vetsikas, Ioannis A (Ed.): pp. 50–65, Springer International Publishing, Cham, 2017, ISBN: 978-3-319-54229-4, (Revised Selected Papers from AMEC/TADA 2015). Abstract | BibTeX @inbook{10.1007/978-3-319-54229-4_4,
title = {Auction Based Mechanisms for Dynamic Task Assignments in Expert Crowdsourcing},
author = {Sujit Gujar and Boi Faltings},
editor = {Sofia Ceppi and Esther David and Chen Hajaj and Valentin Robu and Ioannis A Vetsikas},
isbn = {978-3-319-54229-4},
year = {2017},
date = {2017-01-01},
pages = {50–65},
publisher = {Springer International Publishing},
address = {Cham},
abstract = {Crowdsourcing marketplaces link large populations of workers to an even larger number of tasks. Thus, it is necessary to have mechanisms for matching workers with interesting and suitable tasks. Earlier work has addressed the problem of finding optimal workers for a given set of tasks. However, workers also have preferences and will stay with a platform only if it gives them interesting tasks. We therefore analyze several matching mechanisms that take into account workers’ preferences as well. We propose that the workers pay premiums to get preferred matches and auction-based models where preferences are expressed through variations of the payment for a task. We analyze the properties of two matching different mechanisms: Split Dynamic VCG (SDV) and e-Auction. We compare both the mechanisms with Arrival Priority Serial Dictatorship (APSD) empirically for efficiency.},
note = {Revised Selected Papers from AMEC/TADA 2015},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
Crowdsourcing marketplaces link large populations of workers to an even larger number of tasks. Thus, it is necessary to have mechanisms for matching workers with interesting and suitable tasks. Earlier work has addressed the problem of finding optimal workers for a given set of tasks. However, workers also have preferences and will stay with a platform only if it gives them interesting tasks. We therefore analyze several matching mechanisms that take into account workers’ preferences as well. We propose that the workers pay premiums to get preferred matches and auction-based models where preferences are expressed through variations of the payment for a task. We analyze the properties of two matching different mechanisms: Split Dynamic VCG (SDV) and e-Auction. We compare both the mechanisms with Arrival Priority Serial Dictatorship (APSD) empirically for efficiency. |
2016
|
| 11. | Sujit Gujar; Boi Faltings Auction Based Mechanisms for Dynamic Task Assignments in Expert Crowdsourcing Conference AMEC/TADA, pp. 50–65, Springer, 2016. BibTeX @inproceedings{DBLP:conf/amec/GujarF16,
title = {Auction Based Mechanisms for Dynamic Task Assignments in Expert Crowdsourcing},
author = {Sujit Gujar and Boi Faltings},
year = {2016},
date = {2016-01-01},
booktitle = {AMEC/TADA},
volume = {271},
pages = {50–65},
publisher = {Springer},
series = {Lecture Notes in Business Information Processing},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 10. | Shweta Jain; Ganesh Ghalme; Satyanath Bhat; Sujit Gujar; Narahari Y A Deterministic MAB Mechanism for Crowdsourcing with Logarithmic
Regret and Immediate Payments Conference AAMAS, pp. 86–94, ACM, 2016. BibTeX @inproceedings{DBLP:conf/atal/JainGBGN16,
title = {A Deterministic MAB Mechanism for Crowdsourcing with Logarithmic
Regret and Immediate Payments},
author = {Shweta Jain and Ganesh Ghalme and Satyanath Bhat and Sujit Gujar and Y Narahari},
year = {2016},
date = {2016-01-01},
booktitle = {AAMAS},
pages = {86–94},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 9. | Praphul Chandra; Sujit Gujar; Narahari Y Crowdfunding Public Projects with Provision Point: A Prediction
Market Approach Conference ECAI, pp. 778–786, IOS Press, 2016. BibTeX @inproceedings{DBLP:conf/ecai/ChandraGN16,
title = {Crowdfunding Public Projects with Provision Point: A Prediction
Market Approach},
author = {Praphul Chandra and Sujit Gujar and Y Narahari},
year = {2016},
date = {2016-01-01},
booktitle = {ECAI},
volume = {285},
pages = {778–786},
publisher = {IOS Press},
series = {Frontiers in Artificial Intelligence and Applications},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 8. | Sujit Gujar; Boi Faltings Online Auctions for Dynamic Assignment: Theory and Empirical Evaluation Conference ECAI, pp. 1035–1043, IOS Press, 2016. BibTeX @inproceedings{DBLP:conf/ecai/GujarF16,
title = {Online Auctions for Dynamic Assignment: Theory and Empirical Evaluation},
author = {Sujit Gujar and Boi Faltings},
year = {2016},
date = {2016-01-01},
booktitle = {ECAI},
volume = {285},
pages = {1035–1043},
publisher = {IOS Press},
series = {Frontiers in Artificial Intelligence and Applications},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 7. | Praphul Chandra; Sujit Gujar; Narahari Y Crowdsourced Referral Auctions Conference ECAI, pp. 1654–1655, IOS Press, 2016. BibTeX @inproceedings{DBLP:conf/ecai/ChandraGN16a,
title = {Crowdsourced Referral Auctions},
author = {Praphul Chandra and Sujit Gujar and Y Narahari},
year = {2016},
date = {2016-01-01},
booktitle = {ECAI},
volume = {285},
pages = {1654–1655},
publisher = {IOS Press},
series = {Frontiers in Artificial Intelligence and Applications},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 6. | Dimitris Chatzopoulos; Sujit Gujar; Boi Faltings; Pan Hui LocalCoin: An ad-hoc payment scheme for areas with high connectivity:
poster Conference MobiHoc, pp. 365–366, ACM, 2016. BibTeX @inproceedings{DBLP:conf/mobihoc/ChatzopoulosGFH16,
title = {LocalCoin: An ad-hoc payment scheme for areas with high connectivity:
poster},
author = {Dimitris Chatzopoulos and Sujit Gujar and Boi Faltings and Pan Hui},
year = {2016},
date = {2016-01-01},
booktitle = {MobiHoc},
pages = {365–366},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 5. | Akash Agarwal; Praveen Paruchuri Analysis of Lane Level Dynamics for Emergency Vehicle Traversal: (Extended
Abstract) Conference AAMAS, pp. 1389–1390, ACM, 2016. BibTeX @inproceedings{DBLP:conf/atal/AgarwalP16,
title = {Analysis of Lane Level Dynamics for Emergency Vehicle Traversal: (Extended
Abstract)},
author = {Akash Agarwal and Praveen Paruchuri},
year = {2016},
date = {2016-01-01},
booktitle = {AAMAS},
pages = {1389–1390},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 4. | Gaurav Gupta; Praveen Paruchuri Effect of human behavior on traffic patterns during an emergency Conference ITSC, pp. 2052–2058, IEEE, 2016. BibTeX @inproceedings{DBLP:conf/itsc/GuptaP16,
title = {Effect of human behavior on traffic patterns during an emergency},
author = {Gaurav Gupta and Praveen Paruchuri},
year = {2016},
date = {2016-01-01},
booktitle = {ITSC},
pages = {2052–2058},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 3. | Akash Agarwal; Praveen Paruchuri V2V communication for analysis of lane level dynamics for better
EV traversal Conference Intelligent Vehicles Symposium, pp. 368–375, IEEE, 2016. BibTeX @inproceedings{DBLP:conf/ivs/AgarwalP16,
title = {V2V communication for analysis of lane level dynamics for better
EV traversal},
author = {Akash Agarwal and Praveen Paruchuri},
year = {2016},
date = {2016-01-01},
booktitle = {Intelligent Vehicles Symposium},
pages = {368–375},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2015
|
| 2. | Garimella Uma; Praveen Paruchuri (HR)^2: An Agent for Helping HR with Recruitment Journal Article IJATS, 7 (3), pp. 67–85, 2015. BibTeX @article{DBLP:journals/ijats/UmaP15,
title = {(HR)^2: An Agent for Helping HR with Recruitment},
author = {Garimella Uma and Praveen Paruchuri},
year = {2015},
date = {2015-01-01},
journal = {IJATS},
volume = {7},
number = {3},
pages = {67–85},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
0000
|
| 1. | Sankarshan Damle; Padala Manisha; Sujit Gujar Welfare Optimal Combinatorial Civic Crowdfunding with Budgeted Agents Workshop Games, Agents and Incentives Workshop, 0000. BibTeX @workshop{damle22aoptMCC,
title = {Welfare Optimal Combinatorial Civic Crowdfunding with Budgeted Agents},
author = {Sankarshan Damle and Padala Manisha and Sujit Gujar},
booktitle = {Games, Agents and Incentives Workshop},
keywords = {},
pubstate = {published},
tppubtype = {workshop}
}
|
