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Ruta Mehta

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

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Achievements

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+4 more ↓ 🐣 Hot Topic Early Bird 🌍 Conference Polyglot Β· Silver πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (19)
🧬 Topic Evolution πŸ’Ž Century Club Β· Bronze πŸ”₯ Unstoppable Β· Bronze πŸ—ƒοΈ Keyword Collector (62)

Venues

NeurIPS (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)

Research topics

Machine Learning (9) Artificial Intelligence (7) Core AI (6) Optimization & Theory (5) Mathematics & Optimization (4) Application Areas (4) Optimization (4) Core Methods (2) Learning Paradigms Β· Artificial Intelligence (2) Learning Types (2) Learning Paradigms Β· Machine Learning (1)

Keywords

federated learning (3) mechanism design (2) metric elicitation (2) fair allocation (2) nash equilibrium (2) approximation algorithm (2) fair division (2) indivisible good (2) maximin share (2) pareto optimality (2) online algorithm (1) posted-price mechanism (1) confusion matrix (1) pairwise comparison (1) binary classification (1) performance metric (1) fairness (1) welfare maximization (1) revenue maximization (1) resource allocation (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 NeurIPS 2023 Fairness in Federated Learning via Core-Stability NeurIPS 2022 Fair and Efficient Allocations under Subadditive Valuations AAAI 2021 On the PTAS for Maximin Shares in an Indivisible Mixed Manna AAAI 2021 Online Revenue Maximization for Server Pricing IJCAI 2020 Multiclass Performance Metric Elicitation NeurIPS 2019 Performance Metric Elicitation from Pairwise Classifier Comparisons AISTATS 2019 Universal Growth in Production Economies NeurIPS 2018 To Give or Not to Give: Fair Division for Single Minded Valuations IJCAI 2016