| 1. | Gaurav Batra; Naresh Manwani: Multiclass Classification using Dilute Bandit Feedback. PRICAI 2021, Forthcoming. (Type: Conference | BibTeX | Tags: Bandit Feedback, multiclass classification, online learning)@conference{Gaurav2021,
title = {Multiclass Classification using Dilute Bandit Feedback},
author = {Gaurav Batra and Naresh Manwani},
year = {2021},
date = {2021-11-12},
booktitle = {PRICAI 2021},
keywords = {Bandit Feedback, multiclass classification, online learning},
pubstate = {forthcoming},
tppubtype = {conference}
}
|
| 2. | Mudit Agarwal; Naresh Manwani: Learning Multiclass Classifier Under Noisy Bandit Feedback. PAKDD 2021, Forthcoming. (Type: Conference | BibTeX | Tags: Bandit Feedback, Label Noise, multiclass classification, online learning)@conference{Mudit2021,
title = {Learning Multiclass Classifier Under Noisy Bandit Feedback},
author = {Mudit Agarwal and Naresh Manwani},
year = {2021},
date = {2021-05-15},
booktitle = {PAKDD 2021},
keywords = {Bandit Feedback, Label Noise, multiclass classification, online learning},
pubstate = {forthcoming},
tppubtype = {conference}
}
|
| 3. | Ayush Deva; Kumar Abhishek; Sujit Gujar: A Multi-Arm Bandit Approach To Subset Selection Under Constraints. ALA 2021, Adaptive and Learning Agents Workshop at AAMAS 2021, 2021. (Type: Workshop | BibTeX | Tags: Multi-arm Bandits, online learning)@workshop{Deva2021,
title = {A Multi-Arm Bandit Approach To Subset Selection Under Constraints},
author = {Ayush Deva and Kumar Abhishek and Sujit Gujar},
year = {2021},
date = {2021-05-03},
booktitle = {ALA 2021, Adaptive and Learning Agents Workshop at AAMAS 2021},
keywords = {Multi-arm Bandits, online learning},
pubstate = {published},
tppubtype = {workshop}
}
|
| 4. | Maanik Arora; Naresh Manwani: Exact Passive Aggressive Algorithm for Multiclass Classification Using Partial Labels. CoDS-COMAD 2021, Forthcoming. (Type: Conference | BibTeX | Tags: multiclass classification, online learning)@conference{Maanik2021_CODS-COMAD,
title = {Exact Passive Aggressive Algorithm for Multiclass Classification Using Partial Labels},
author = {Maanik Arora and Naresh Manwani},
year = {2021},
date = {2021-01-10},
booktitle = {CoDS-COMAD 2021},
keywords = {multiclass classification, online learning},
pubstate = {forthcoming},
tppubtype = {conference}
}
|
| 5. | Rajarshi Bhattacharjee; Naresh Manwani: Online Algorithms for Multiclass Classification using Partial Labels. In: PAKDD 2020, 2020. (Type: Conference | Links | BibTeX | Tags: multiclass classification, online learning, partial label)@inproceedings{Rajarshi2020,
title = {Online Algorithms for Multiclass Classification using Partial Labels},
author = {Rajarshi Bhattacharjee and Naresh Manwani},
url = {https://arxiv.org/abs/1912.11367},
year = {2020},
date = {2020-05-14},
booktitle = {PAKDD 2020},
keywords = {multiclass classification, online learning, partial label},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 6. | Kumar Abhishek; Shweta Jain; Sujit Gujar: Designing Truthful Contextual Multi-Armed Bandits based Sponsored Search Auctions. International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2020, 2020. (Type: Conference | BibTeX | Tags: auctions, online learning)@conference{abhishesk20a,
title = {Designing Truthful Contextual Multi-Armed Bandits based Sponsored Search Auctions},
author = {Kumar Abhishek and Shweta Jain and Sujit Gujar },
year = {2020},
date = {2020-05-11},
booktitle = {International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2020},
keywords = {auctions, online learning},
pubstate = {published},
tppubtype = {conference}
}
|
| 7. | Ganesh Ghalme; Swapnil Dhamal; Shweta Jain; Sujit Gujar; Yadati Narahari: Ballooning Multi-Armed Bandits. International Conference on Autonomous Agents and Multi-agent Systems, AAMAS 2020, 2020. (Type: Conference | BibTeX | Tags: ActiveLearning, MAB, online learning)@conference{ghalme20a,
title = {Ballooning Multi-Armed Bandits},
author = {Ganesh Ghalme and Swapnil Dhamal and Shweta Jain and Sujit Gujar and Yadati Narahari},
year = {2020},
date = {2020-05-11},
booktitle = {International Conference on Autonomous Agents and Multi-agent Systems, AAMAS 2020},
keywords = {ActiveLearning, MAB, online learning},
pubstate = {published},
tppubtype = {conference}
}
|
