2 citations · 3 across the 11 of their papers we have counts for
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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…
F3: Fair and Federated Face Attribute Classification with Heterogeneous Data
Samhita Kanaparthy, Manisha Padala, Sankarshan Damle +2
Fairness across different demographic groups is an essential criterion for face-related tasks, Face Attribute Classification (FAC) being a prominent example. Apart from this trend,…
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…