2022
Budgeted Combinatorial Multi-Armed Bandits Proceedings Article
In: Faliszewski, Piotr; Mascardi, Viviana; Pelachaud, Catherine; Taylor, Matthew E. (Ed.): 21st International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2022, Auckland, New Zealand, May 9-13, 2022, pp. 345–353, International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), 2022.
Multi-unit Double Auctions: Equilibrium Analysis and Bidding Strategy using DDPG in Smart-grids Proceedings Article
In: Faliszewski, Piotr; Mascardi, Viviana; Pelachaud, Catherine; Taylor, Matthew E. (Ed.): 21st International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2022, Auckland, New Zealand, May 9-13, 2022, pp. 1569–1571, International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), 2022.
REFORM: Reputation Based Fair and Temporal Reward Framework for Crowdsourcing Proceedings Article
In: Faliszewski, Piotr; Mascardi, Viviana; Pelachaud, Catherine; Taylor, Matthew E. (Ed.): 21st International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2022, Auckland, New Zealand, May 9-13, 2022, pp. 1648–1650, International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), 2022.
BlockVac: A Universally Acceptable and Ideal Vaccination System on Blockchain Proceedings Article
In: IEEE International Conference on Blockchain, Blockchain 2022, Espoo, Finland, August 22-25, 2022, pp. 320–325, IEEE, 2022.
Fair Federated Learning for Heterogeneous Data Proceedings Article
In: Dasgupta, Gargi; Simmhan, Yogesh; Srinivasan, Balaji Vasan; Bhowmick, Sourav; Singhee, Amith; Ramanath, Maya; Batra, Nipun; Prasad, Abhinandan S. (Ed.): CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8 – 10, 2022, pp. 298–299, ACM, 2022.
Tiramisu: Layering Consensus Protocols for Scalable and Secure Blockchains Proceedings Article
In: IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2022, Shanghai, China, May 2-5, 2022, pp. 1–3, IEEE, 2022.
VidyutVanika21: An Autonomous Intelligent Broker for Smart-grids Proceedings Article
In: Raedt, Luc De (Ed.): Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022, pp. 158–164, ijcai.org, 2022.
Differentially Private Federated Combinatorial Bandits with Constraints Proceedings Article
In: Amini, Massih-Reza; Canu, Stéphane; Fischer, Asja; Guns, Tias; Novak, Petra Kralj; Tsoumakas, Grigorios (Ed.): Machine Learning and Knowledge Discovery in Databases – European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part IV, pp. 620–637, Springer, 2022.
Fair Allocation with Special Externalities Proceedings Article
In: Khanna, Sankalp; Cao, Jian; Bai, Quan; Xu, Guandong (Ed.): PRICAI 2022: Trends in Artificial Intelligence – 19th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2022, Shanghai, China, November 10-13, 2022, Proceedings, Part I, pp. 3–16, Springer, 2022.
EEF1-NN: Efficient and EF1 Allocations Through Neural Networks Proceedings Article
In: Khanna, Sankalp; Cao, Jian; Bai, Quan; Xu, Guandong (Ed.): PRICAI 2022: Trends in Artificial Intelligence – 19th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2022, Shanghai, China, November 10-13, 2022, Proceedings, Part II, pp. 388–401, Springer, 2022.
Individual fairness in feature-based pricing for monopoly markets Proceedings Article
In: Cussens, James; Zhang, Kun (Ed.): Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, UAI 2022, 1-5 August 2022, Eindhoven, The Netherlands, pp. 486–495, PMLR, 2022.
Multi-unit Double Auctions: Equilibrium Analysis and Bidding Strategy using DDPG in Smart-grids Journal Article
In: CoRR, vol. abs/2201.10127, 2022.
Budgeted Combinatorial Multi-Armed Bandits Journal Article
In: CoRR, vol. abs/2202.03704, 2022.
Individual Fairness in Feature-Based Pricing for Monopoly Markets Journal Article
In: CoRR, vol. abs/2202.12844, 2022.
Tiramisu: Layering Consensus Protocols for Scalable and Secure Blockchains Journal Article
In: CoRR, vol. abs/2203.10765, 2022.
Coordinating Monetary Contributions in Participatory Budgeting Journal Article
In: CoRR, vol. abs/2206.05966, 2022.
Differentially Private Federated Combinatorial Bandits with Constraints Journal Article
In: CoRR, vol. abs/2206.13192, 2022.
Interlude: Balancing Chaos And Harmony For Fair and Fast Blockchains Journal Article
In: CoRR, vol. abs/2209.10125, 2022.
PUPoW: A framework for designing blockchains with practically-useful-proof-of-work & vanitycoin Journal Article
In: CoRR, vol. abs/2210.06738, 2022.
Combinatorial Civic Crowdfunding with Budgeted Agents: Welfare Optimality at Equilibrium and Optimal Deviation Journal Article
In: CoRR, vol. abs/2211.13941, 2022.
RoLNiP: Robust Learning Using Noisy Pairwise Comparisons Proceedings Article
In: Balasubramanian, Vineeth N.; Tsang, Ivor W. (Ed.): Asian Conference on Machine Learning, ACML 2022, 12-14 December 2022, Hyderabad, India, pp. 706–721, PMLR, 2022.
Momentum Iterative Gradient Sign Method Outperforms PGD Attacks Proceedings Article
In: Rocha, Ana Paula; Steels, Luc; Herik, H. Jaap (Ed.): Proceedings of the 14th International Conference on Agents and Artificial Intelligence, ICAART 2022, Volume 3, Online Streaming, February 3-5, 2022, pp. 913–916, SCITEPRESS, 2022.
Advances in Exploratory Data Analysis, Visualisation and Quality for Data Centric AI Systems Proceedings Article
In: Zhang, Aidong; Rangwala, Huzefa (Ed.): KDD ’22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 – 18, 2022, pp. 4814–4815, ACM, 2022.
ALBIF: Active Learning with BandIt Feedbacks Proceedings Article
In: Gama, João; Li, Tianrui; Yu, Yang; Chen, Enhong; Zheng, Yu; Teng, Fei (Ed.): Advances in Knowledge Discovery and Data Mining – 26th Pacific-Asia Conference, PAKDD 2022, Chengdu, China, May 16-19, 2022, Proceedings, Part III, pp. 353–364, Springer, 2022.
Journey to the center of the words: Word weighting scheme based on the geometry of word embeddings Proceedings Article
In: Pourabbas, Elaheh; Zhou, Yongluan; Li, Yuchen; Yang, Bin (Ed.): SSDBM 2022: 34th International Conference on Scientific and Statistical Database Management, Copenhagen, Denmark, July 6 – 8, 2022, pp. 2:1–2:12, ACM, 2022.
Delaytron: Efficient Learning of Multiclass Classifiers with Delayed Bandit Feedbacks Journal Article
In: CoRR, vol. abs/2205.08234, 2022.
Impact of COVID-19 on energy consumption in a residential complex in Hyderabad, India Journal Article
In: Energy Inform., vol. 5, 2022.
CB+NN Ensemble to Improve Tracking Accuracy in Air Surveillance Proceedings Article
In: Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 – March 1, 2022, pp. 12475–12481, AAAI Press, 2022.
Moving Target Defense under Uncertainty for Web Applications Proceedings Article
In: Faliszewski, Piotr; Mascardi, Viviana; Pelachaud, Catherine; Taylor, Matthew E. (Ed.): 21st International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2022, Auckland, New Zealand, May 9-13, 2022, pp. 1750–1752, International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), 2022.
An Unsupervised, Geometric and Syntax-aware Quantification of Polysemy Proceedings Article
In: Goldberg, Yoav; Kozareva, Zornitsa; Zhang, Yue (Ed.): Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, pp. 10565–10574, Association for Computational Linguistics, 2022.
Cyber-Physical Co-Simulation Testbed for Real-Time Reactive Power Control in Smart Distribution Network Proceedings Article
In: IEEE PES Innovative Smart Grid Technologies – Asia, ISGT Asia 2022, Singapore, November 1-5, 2022, pp. 11–15, IEEE, 2022.
2021
Differentially Private Multi-Agent Constraint Optimization Conference Forthcoming
To Appear in the Proceeding of The 20th IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT ’21), Forthcoming.
Blockchain-based Practical Multi-agent Secure Comparison and its Application in Auctions Proceedings Article Forthcoming
In: To Appear in the Proceeding of The 20th IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT ’21), Forthcoming.
Learning Equilibrium Contributions in Multi-project Civic Crowdfunding Conference Forthcoming
To Appear in the Proceeding of The 20th IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT ’21), Forthcoming.
Mechanism Design without Money for Fair Allocations Conference Forthcoming
To Appear in the proceedings of the 20th IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology 2021 (WI-IAT ’21)., Forthcoming.
Effect of Input Noise Dimension in GANs Proceedings Article Forthcoming
In: Proceedings 28th International Conference on Neural Information Processing (ICONIP) of the Asia-Pacific Neural Network Society 2021 (ICONIP ’21), Forthcoming.
Federated Learning Meets Fairness and Differential Privacy Proceedings Article Forthcoming
In: Proceedings of the 28th International Conference on Neural Information Processing (ICONIP) of the Asia-Pacific Neural Network Society 2021 (ICONIP ’21), Forthcoming.
Multiclass Classification using Dilute Bandit Feedback Conference Forthcoming
PRICAI 2021, Forthcoming.
Designing Bounded Min-knapsack Bandits Algorithm for Sustainable Demand Response Conference Forthcoming
18th Pacific Rim International Conference on Artificial Intelligence (PRICAI-2021) , Forthcoming.
Designing Refund Bonus Schemes for Provision Point Mechanism in Civic Crowdfunding Conference Forthcoming
18th Pacific Rim International Conference on Artificial Intelligence (PRICAI-2021) , Forthcoming.
The Curious Case of Convex Networks Conference Forthcoming
ECML 2021, Forthcoming.
RISAN: Robust Instance Specific Deep Abstention Network Conference Forthcoming
UAI 2021, Forthcoming.
Generalized Parametric Path Problems Conference Forthcoming
37th Conference on Uncertainty in Artificial Intelligence (UAI) 2021, Forthcoming.
Designing Bounded min-Knapsack Bandits Algorithm for Sustainable Demand Response Workshop
Tackling Climate Change with Machine Learning, ICML , 2021.
Building Ethical AI: Federated Learning meets Fairness and Privacy Conference
First Indian Conference on Deployable AI, 2021.
Learning Multiclass Classifier Under Noisy Bandit Feedback Conference Forthcoming
PAKDD 2021, Forthcoming.
Cooperative Monitoring of Malicious Activity in Stock Exchanges Workshop
Workshop on Data Assessment and Readiness for Artificial Intelligence, PAKDD 2021, 2021.
We might walk together, but I run faster: Network Fairness and Scalability in Blockchains Conference
Proceedings of the 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), 2021.
A Multi-Arm Bandit Approach To Subset Selection Under Constraints Conference
International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2021, 2021.
FASTEN: Fair and Secure Distributed Voting Using Smart Contracts Proceedings Article
In: IEEE International Conference on Blockchain and Cryptocurrency (IEEE ICBC 2021), 2021.