Ruta Mehta

13 papers · 2016–2025 · 5 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🏃 Academic Marathon (9) 🐝 Cross-Pollinator (15) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (20) 🧬 Topic Evolution 🗃️ Keyword Collector (58) 💎 Century Club (13) 🔥 Unstoppable (8)

Conferences

NIPS (4) AAAI (3) IJCAI (3) ICML (2) AISTATS (1)

Top co-authors

Bhaskar Ray Chaudhury (6) Aniket Murhekar (3) Bo Li (3) Shant Boodaghians (3) Simina Branzei (2) Rucha Kulkarni (2) Gaurush Hiranandani (2) Zhuowen Yuan (2) Jugal Garg (2) Parnian Shahkar (1)

Keywords

federated learning (2) mechanism design (2) pareto optimality (2) maximin share (2) approximation algorithm (2) fair allocation (2) fair division (2) metric elicitation (2) indivisible good (2) nash equilibrium (1) pairwise comparison (1) online algorithm (1) multiclass classification (1) preference feedback (1) binary classification (1) non-iid datum (1) confusion matrix (1) coalition formation (1) revenue maximization (1) performance metric (1)

Papers

You Get What You Give: Reciprocally Fair Federated Learning ICML 2025

1/2-Approximate MMS Allocation for Separable Piecewise Linear Concave Valuations AAAI 2024

Fair Federated Learning via the Proportional Veto Core ICML 2024

Fair and Efficient Allocation of Indivisible Chores with Surplus IJCAI 2023

Incentives in Federated Learning: Equilibria, Dynamics, and Mechanisms for Welfare Maximization NIPS 2023

Fairness in Federated Learning via Core-Stability NIPS 2022

On the PTAS for Maximin Shares in an Indivisible Mixed Manna AAAI 2021

Fair and Efficient Allocations under Subadditive Valuations AAAI 2021

Online Revenue Maximization for Server Pricing IJCAI 2020

Multiclass Performance Metric Elicitation NIPS 2019

Performance Metric Elicitation from Pairwise Classifier Comparisons AISTATS 2019

Universal Growth in Production Economies NIPS 2018

To Give or Not to Give: Fair Division for Single Minded Valuations IJCAI 2016