65 citations · 123 across the 58 of their papers we have counts for
4 papers · 2 filters
REFORM: Reputation Based Fair and Temporal Reward Framework for Crowdsourcing
Samhita Kanaparthy, Sankarshan Damle, Sujit Gujar
Crowdsourcing is an effective method to collect data by employing distributed human population. Researchers introduce appropriate reward mechanisms to incentivize agents to report…
Mechanism Design without Money for Fair Allocations
Manisha Padala, Sujit Gujar
Fairness is well studied in the context of resource allocation. Researchers have proposed various fairness notions like envy-freeness (EF), and its relaxations, proportionality and…
EEF1-NN: Efficient and EF1 allocations through Neural Networks
Shaily Mishra, Manisha Padala, Sujit Gujar
Neural networks have shown state-of-the-art performance in designing auctions, where the network learns the optimal allocations and payment rule to ensure desirable properties. Mot…
Fair Allocation with Special Externalities
Shaily Mishra, Manisha Padala, Sujit Gujar
Most of the existing algorithms for fair division do not consider externalities. Under externalities, the utility an agent obtains depends not only on its allocation but also on th…