Search Publications

@conference{Kanaparthy2023,
title = {F3: Fair and Federated Face Attribute Classification with Heterogeneous Data},
author = {Samhita Kanaparthy and Manisha Padala and Sankarshan Damle and Ravi Kiran Sarvadevabhatla and Sujit Gujar},
year = {2023},
date = {2023-05-25},
booktitle = {The 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) },
keywords = {Civic Crowdfunding, face attribute classification, fairness, federated learning, Mechanism Design},
pubstate = {forthcoming},
tppubtype = {conference}
}

@conference{Manwani2023,
title = {Features Normalization and Standardization (FNS) - An Unsupervised approach for detecting Adversarial attacks for Medical Images},
author = {Sreenivasan M and Naresh Manwani},
url = {https://icaart.scitevents.org/home.aspx},
year = {2023},
date = {2023-02-28},
booktitle = {15th International Conference on Agents and Artificial Intelligence (ICAART)},
keywords = {adversarial training},
pubstate = {forthcoming},
tppubtype = {conference}
}

@conference{Damle2023,
title = {Combinatorial Civic Crowdfunding with Budgeted Agents: Welfare Optimality at Equilibrium and Optimal Deviation},
author = {Sankarshan Damle and Manisha Padala and Sujit Gujar},
year = {2023},
date = {2023-02-08},
booktitle = {Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI)},
keywords = {Civic Crowdfunding, Mechanism Design},
pubstate = {published},
tppubtype = {conference}
}

@conference{Maheshwara2022,
title = {RoLNiP: Robust Learning Using Noisy Pairwise Comparisons},
author = {Samartha S M and Naresh Manwani},
year = {2022},
date = {2022-12-15},
booktitle = {Proceedings of 14th Asian Conference on Machine Learning (ACML)},
keywords = {Multiclass, Pairwise Similarity Data, Robust Learning},
pubstate = {published},
tppubtype = {conference}
}

@conference{Sambhav22,
title = {Differentially Private Federated Combinatorial Bandits with Constraints},
author = {Sambhav Solanki and Samhita Kanaparthy and Sankarshan Damle and Sujit Gujar},
year = {2022},
date = {2022-09-19},
booktitle = {In the proceedings of European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD'22)},
keywords = {differential privacy, federated learning, Multi-arm Bandits},
pubstate = {published},
tppubtype = {conference}
}

@conference{Hima2022,
title = {Advances in Exploratory Data Analysis, Visualisation and Quality for Data Centric AI Systems},
author = {Hima Patel and Shanmukha Guttula and Ruhi Sharma Mittal and Naresh Manwani and Laure Berti-Equille and Abhijit Manatkar},
url = {https://dl.acm.org/doi/pdf/10.1145/3534678.3542604
https://abhijitmanatkar.github.io/kdd22/},
year = {2022},
date = {2022-08-31},
booktitle = {KDD 2022},
keywords = {EDA},
pubstate = {published},
tppubtype = {conference}
}

@conference{reza2022,
title = {More Gamification Is Not Always Better: A Case Study of Promotional Gamification in a Question Answering Website},
author = {Reza Hadi Mogavi and Ehsan-Ul Haq and Sujit Gujar and Pan Hui and Xiaojuan Ma},
year = {2022},
date = {2022-08-01},
booktitle = {In the proceedings of 25th ACM Conference on Computer Supported Cooperative Work (CSCW'22)},
keywords = {gamification},
pubstate = {published},
tppubtype = {conference}
}

@conference{shantanu22UAI,
title = {Individual Fairness in Feature-Based Pricing for Monopoly Markets},
author = {Shantanu Das and Swapnil Dhamal and Ganesh Ghalme and Shweta Jain and Sujit Gujar},
year = {2022},
date = {2022-08-01},
booktitle = {In the proceedings of 38th Conference on Uncertainty in Artificial Intelligence (UAI'22)},
keywords = {fairness, pricing},
pubstate = {published},
tppubtype = {conference}
}

@conference{sanjay22ijcai,
title = {An Autonomous Intelligent Broker for Smart-grids},
author = {Sanjay Chandlekar and Bala Suraj Pedasingu and Easwar Subramanian and Sanjay P Bhat and Sujit Gujar},
year = {2022},
date = {2022-07-23},
booktitle = { In the proceedings of the 31st International Joint Conference of Artificial Intelligence (IJCAI'22) },
keywords = {Game Theory, smart grids},
pubstate = {published},
tppubtype = {conference}
}

@conference{Narendra2022,
title = {Journey to the center of the words: Word weighting scheme based on the geometry of word embeddings},
author = {Narendra Babu Unnam and P Krishna Reddy and Amit Pandey and Naresh Manwani},
year = {2022},
date = {2022-07-08},
booktitle = {34th International Conference on Scientific and Statistical Database Management (SSDBM)},
keywords = {},
pubstate = {forthcoming},
tppubtype = {conference}
}

@conference{manika22,
title = {BLOCKVAC: A Universally Acceptable and Ideal Vaccination System on Blockchain},
author = {Manika Sharma and Kishore Kothapalli and Sujit Gujar},
year = {2022},
date = {2022-06-25},
booktitle = {5th IEEE International Conference on Blockchain},
keywords = {Blockchain},
pubstate = {published},
tppubtype = {conference}
}

@conference{Mudit2022,
title = {ALBIF: Active Learning with BandIt Feedbacks},
author = {Mudit Agarwal and Naresh Manwani},
year = {2022},
date = {2022-05-19},
booktitle = {26th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}

@conference{Sanjay22addpg,
title = {Multi-unit Double Auctions: Equilibrium Analysis and Bidding Strategy using DDPG in Smart-grids},
author = {Sanjay Chandlekar and Easwar Subramanian and Sanjay P Bhat and Sujit Gujar},
year = {2022},
date = {2022-05-09},
booktitle = {Proceedings of International Conference on Autonomous Agents and Multiagent Systems, AAMAS'22},
keywords = {Game Theory, Reinforcement Learning},
pubstate = {forthcoming},
tppubtype = {conference}
}

@conference{Kanaparthy22reform,
title = {REFORM: Reputation Based Fair and Temporal Reward Framework for Crowdsourcing},
author = {Samhita Kanaparthy and Sankarshan Damle and Sujit Gujar},
year = {2022},
date = {2022-05-09},
booktitle = {In the Proceedings of International Conference on Autonomous Agents and Multiagent Systems, AAMAS'22},
keywords = {crowdsourcing, incentive design},
pubstate = {published},
tppubtype = {conference}
}

@conference{debojit22bcmab,
title = {Budgeted Combinatorial Multi-Armed Bandits},
author = {Debojit Das and Shweta Jain and Sujit Gujar },
year = {2022},
date = {2022-05-09},
booktitle = {In the Proceedings of International Conference on Autonomous Agents and Multiagent Systems},
keywords = {Multi-arm Bandits},
pubstate = {published},
tppubtype = {conference}
}

@conference{Anurag22a,
title = {Tiramisu: Layering Consensus Protocols for Scalable and Secure Blockchains},
author = {Anurag Jain and Sanidhay Arora and Sankarshan Damle and Sujit Gujar },
year = {2022},
date = {2022-05-03},
booktitle = {IEEE International Conference on Blockchain and Cryptocurrency},
keywords = {Blockchain, Scalable Blockchain},
pubstate = {forthcoming},
tppubtype = {conference}
}

@conference{Srenivasan2022,
title = {Momentum Iterative Gradient Sign Method outperforms PGD Attacks},
author = {Sreenivasan Mohandas and Naresh Manwani and Durga Prasad Dhulipudi},
year = {2022},
date = {2022-02-05},
booktitle = {14th International Conference on Agents and Artificial Intelligence (ICAART)},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}

@conference{Samhita22a,
title = {Fair Federated Learning for Heterogeneous Data},
author = {Samhita Kanaparthy and Manisha Padala and Sankarshan Damle and Sujit Gujar},
year = {2022},
date = {2022-01-05},
booktitle = {Young Researchers Symposium, CODS-COMAD'22.},
keywords = {fairness, federated learning},
pubstate = {published},
tppubtype = {conference}
}