123 entries « 1 of 3 »

2023

123.

Samhita Kanaparthy; Manisha Padala; Sankarshan Damle; Ravi Kiran Sarvadevabhatla; Sujit Gujar

F3: Fair and Federated Face Attribute Classification with Heterogeneous Data Conference Forthcoming

The 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) , Forthcoming.

BibTeX

122.

Sreenivasan M; Naresh Manwani

Features Normalization and Standardization (FNS) – An Unsupervised approach for detecting Adversarial attacks for Medical Images Conference Forthcoming

15th International Conference on Agents and Artificial Intelligence (ICAART), Forthcoming.

Links | BibTeX

121.

Sankarshan Damle; Manisha Padala; Sujit Gujar

Combinatorial Civic Crowdfunding with Budgeted Agents: Welfare Optimality at Equilibrium and Optimal Deviation Conference

Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI), 2023.

BibTeX

2022

120.

Samartha M S; Naresh Manwani

RoLNiP: Robust Learning Using Noisy Pairwise Comparisons Conference

Proceedings of 14th Asian Conference on Machine Learning (ACML), 2022.

BibTeX

119.

Sambhav Solanki; Samhita Kanaparthy; Sankarshan Damle; Sujit Gujar

Differentially Private Federated Combinatorial Bandits with Constraints Conference

In the proceedings of European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD’22), 2022.

BibTeX

118.

Hima Patel; Shanmukha Guttula; Ruhi Sharma Mittal; Naresh Manwani; Laure Berti-Equille; Abhijit Manatkar

Advances in Exploratory Data Analysis, Visualisation and Quality for Data Centric AI Systems Conference

KDD 2022, 2022.

Links | BibTeX

117.

Reza Hadi Mogavi; Ehsan-Ul Haq; Sujit Gujar; Pan Hui; Xiaojuan Ma

More Gamification Is Not Always Better: A Case Study of Promotional Gamification in a Question Answering Website Conference

In the proceedings of 25th ACM Conference on Computer Supported Cooperative Work (CSCW’22), 2022.

BibTeX

116.

Shantanu Das; Swapnil Dhamal; Ganesh Ghalme; Shweta Jain; Sujit Gujar

Individual Fairness in Feature-Based Pricing for Monopoly Markets Conference

In the proceedings of 38th Conference on Uncertainty in Artificial Intelligence (UAI’22), 2022.

BibTeX

115.

Sanjay Chandlekar; Bala Suraj Pedasingu; Easwar Subramanian; Sanjay Bhat P; Sujit Gujar

An Autonomous Intelligent Broker for Smart-grids Conference

In the proceedings of the 31st International Joint Conference of Artificial Intelligence (IJCAI’22) , 2022.

BibTeX

114.

Narendra Babu Unnam; Krishna Reddy P; Amit Pandey; Naresh Manwani

Journey to the center of the words: Word weighting scheme based on the geometry of word embeddings Conference Forthcoming

34th International Conference on Scientific and Statistical Database Management (SSDBM), Forthcoming.

BibTeX

113.

Manika Sharma; Kishore Kothapalli; Sujit Gujar

BLOCKVAC: A Universally Acceptable and Ideal Vaccination System on Blockchain Conference

5th IEEE International Conference on Blockchain, 2022.

BibTeX

112.

Mudit Agarwal; Naresh Manwani

ALBIF: Active Learning with BandIt Feedbacks Conference

26th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2022.

BibTeX

111.

Sanjay Chandlekar; Easwar Subramanian; Sanjay Bhat P; Sujit Gujar

Multi-unit Double Auctions: Equilibrium Analysis and Bidding Strategy using DDPG in Smart-grids Conference Forthcoming

Proceedings of International Conference on Autonomous Agents and Multiagent Systems, AAMAS’22, Forthcoming.

BibTeX

110.

Samhita Kanaparthy; Sankarshan Damle; Sujit Gujar

REFORM: Reputation Based Fair and Temporal Reward Framework for Crowdsourcing Conference

In the Proceedings of International Conference on Autonomous Agents and Multiagent Systems, AAMAS’22, 2022.

BibTeX

109.

Debojit Das; Shweta Jain; Sujit Gujar

Budgeted Combinatorial Multi-Armed Bandits Conference

In the Proceedings of International Conference on Autonomous Agents and Multiagent Systems, 2022.

BibTeX

108.

Sankarshan Damle; Padala Manisha; Sujit Gujar

Welfare Optimal Combinatorial Civic Crowdfunding with Budgeted Agents Workshop

Games, Agents and Incentives Workshop (GAIW’22)@AAMAS’22, 2022.

BibTeX

107.

Anurag Jain; Sanidhay Arora; Sankarshan Damle; Sujit Gujar

Tiramisu: Layering Consensus Protocols for Scalable and Secure Blockchains Conference Forthcoming

IEEE International Conference on Blockchain and Cryptocurrency, Forthcoming.

BibTeX

106.

Kritika Prakash; Fiza Hussain; Praveen Paruchuri; Sujit Gujar

How Private Is Your RL Policy? An Inverse RL Based Analysis Framework Conference Forthcoming

36th AAAI Conference on Artificial Intelligence , AAAI, Forthcoming.

BibTeX

105.

Sreenivasan Mohandas; Naresh Manwani; Durga Prasad Dhulipudi

Momentum Iterative Gradient Sign Method outperforms PGD Attacks Conference

14th International Conference on Agents and Artificial Intelligence (ICAART), 2022.

BibTeX

104.

Samhita Kanaparthy; Manisha Padala; Sankarshan Damle; Sujit Gujar

Fair Federated Learning for Heterogeneous Data Conference

Young Researchers Symposium, CODS-COMAD’22., 2022.

BibTeX

103.

Ashutosh Ranjan; Vinay Ramani; Sujit Gujar

Dynamic Matching in Campus Placements: The Benefits and Affordability of the Dream Option Journal Article Forthcoming

IMB Management Review, Forthcoming.

BibTeX

2021

102.

Sankarshan Damle; Aleksei Triastcyn; Boi Faltings; Sujit Gujar

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.

BibTeX

101.

Sankarshan Damle; Boi Faltings; Sujit Gujar

Blockchain-based Practical Multi-agent Secure Comparison and its Application in Auctions 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.

BibTeX

100.

Manisha Padala; Sankarshan Damle; Sujit Gujar

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.

Links | BibTeX

99.

Manisha Padala; Sujit Gujar

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.

BibTeX

98.

Manisha Padala; Debojit Das; Sujit Gujar

Effect of Input Noise Dimension in GANs Conference Forthcoming

Proceedings 28th International Conference on Neural Information Processing (ICONIP) of the Asia-Pacific Neural Network Society 2021 (ICONIP ’21), Forthcoming.

BibTeX

97.

Manisha Padala; Sankarshan Damle ; Sujit Gujar

Federated Learning Meets Fairness and Differential Privacy Conference Forthcoming

Proceedings of the 28th International Conference on Neural Information Processing (ICONIP) of the Asia-Pacific Neural Network Society 2021 (ICONIP ’21), Forthcoming.

BibTeX

96.

Gaurav Batra; Naresh Manwani

Multiclass Classification using Dilute Bandit Feedback Conference Forthcoming

PRICAI 2021, Forthcoming.

BibTeX

95.

Meghana Reddy; Akansha Singh; Shweta Jain; Sujit Gujar

Designing Bounded Min-knapsack Bandits Algorithm for Sustainable Demand Response Conference Forthcoming

18th Pacific Rim International Conference on Artificial Intelligence (PRICAI-2021) , Forthcoming.

BibTeX

94.

Sankarshan Damle; Moin Hussain Moti; Praphul Chandra; Sujit Gujar

Designing Refund Bonus Schemes for Provision Point Mechanism in Civic Crowdfunding Conference Forthcoming

18th Pacific Rim International Conference on Artificial Intelligence (PRICAI-2021) , Forthcoming.

BibTeX

93.

Sarath Sivaprasad; Ankur Singh; Naresh Manwani; Vineet Gandhi

The Curious Case of Convex Networks Conference Forthcoming

ECML 2021, Forthcoming.

BibTeX

92.

Bhavya Kalra; Naresh Manwani

RISAN: Robust Instance Specific Deep Abstention Network Conference Forthcoming

UAI 2021, Forthcoming.

BibTeX

91.

Jaikumar Radhakrishnan Girish Varma Prerona Chatterjee Kshitij Gajjar

Generalized Parametric Path Problems Conference Forthcoming

37th Conference on Uncertainty in Artificial Intelligence (UAI) 2021, Forthcoming.

BibTeX

90.

Meghana Reddy; Akansha Singh; Zoltan Nagy; Sujit Gujar; Shweta Jain

Designing Bounded min-Knapsack Bandits Algorithm for Sustainable Demand Response Workshop

Tackling Climate Change with Machine Learning, ICML , 2021.

BibTeX

89.

Padala Manisha; Sankarshan Damle; Sujit Gujar

Building Ethical AI: Federated Learning meets Fairness and Privacy Conference

First Indian Conference on Deployable AI, 2021.

BibTeX

88.

Mudit Agarwal; Naresh Manwani

Learning Multiclass Classifier Under Noisy Bandit Feedback Conference Forthcoming

PAKDD 2021, Forthcoming.

BibTeX

87.

Bhavya Kalra; Sai Krishna Munnangi; Kushal Majmundar; Naresh Manwani; Praveen Paruchuri

Cooperative Monitoring of Malicious Activity in Stock Exchanges Workshop

Workshop on Data Assessment and Readiness for Artificial Intelligence, PAKDD 2021, 2021.

BibTeX

86.

Anurag Jain; Shoeb Siddiqui; Sujit Gujar

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.

Abstract | BibTeX

85.

Ayush Deva; Kumar Abhishek; Sujit Gujar

A Multi-Arm Bandit Approach To Subset Selection Under Constraints Conference

International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2021, 2021.

BibTeX

84.

Sankarshan Damle; Sujit Gujar; Moin Hussain Moti

FASTEN: Fair and Secure Distributed Voting Using Smart Contracts Conference

IEEE International Conference on Blockchain and Cryptocurrency (IEEE ICBC 2021), 2021.

BibTeX

83.

Ayush Deva; Kumar Abhishek; Sujit Gujar

A Multi-Arm Bandit Approach To Subset Selection Under Constraints Workshop

ALA 2021, Adaptive and Learning Agents Workshop at AAMAS 2021, 2021.

BibTeX

82.

Ganesh Ghalme; Swapnil Dhamal; Shweta Jain; Sujit Gujar; Narahari Y

Ballooning Multi-armed Bandits Journal Article Forthcoming

Journal of Artificial Intelligence, Forthcoming.

BibTeX

81.

Sankarshan Damle; Aleksei Triastcyn; Boi Faltings; Sujit Gujar

Differentially Private Multi-Agent Constraint Optimization Workshop

The Second AAAI Workshop on Privacy-Preserving Artificial Intelligence (PPAI-21), 2021.

Abstract | Links | BibTeX

80.

Maanik Arora; Naresh Manwani

Exact Passive Aggressive Algorithm for Multiclass Classification Using Partial Labels Conference Forthcoming

CoDS-COMAD 2021, Forthcoming.

BibTeX

79.

Daksh Anand; Vaibhav Gupta; Praveen Paruchuri; Balaraman Ravindran

An Enhanced Advising Model in Teacher-Student Framework using State Categorization Conference

Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, pp. 6653–6660, AAAI Press, 2021.

Links | BibTeX

78.

Vaibhav Gupta; Daksh Anand; Praveen Paruchuri; Akshat Kumar

Action Selection for Composable Modular Deep Reinforcement Learning Conference

Dignum, Frank; Lomuscio, Alessio; Endriss, Ulle; é, Ann Now (Ed.): AAMAS ’21: 20th International Conference on Autonomous Agents and Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021, pp. 565–573, ACM, 2021.

Links | BibTeX

77.

Yash Chaurasia; Visvesh Subramanian; Sujit Gujar

PUPoW: A Framework for Designing Blockchains with Practically-Useful-Proof-of-Work & VanityCoin Conference

2021 IEEE International Conference on Blockchain (Blockchain), pp. 122–129, IEEE 2021.

BibTeX

76.

Dimitris Chatzopoulos; Anurag Jain; Sujit Gujar; Boi Faltings; Pan Hui

Towards Mobile Distributed Ledgers Journal Article

IEEE Internet of Things Journal, 2021.

BibTeX

2020

75.

Sanidhay Arora; Anurag Jain; Sankarshan Damle; Sujit Gujar

ASHWAChain: A Fast, Scalable and Strategy-proof Committee-based Blockchain Protocol Workshop

Workshop on Game Theory in Blockchain at WINE 2020 (GTiB@WINE 2020), 2020.

BibTeX

74.

Anurag Jain; Sujit Gujar

Block Rewards, Not Transaction Fees Keep Miners Faithful In Blockchain Protocols Workshop

Workshop on Game Theory in Blockchain at WINE 2020 (GTiB@WINE 2020), 2020.

BibTeX

123 entries « 1 of 3 »