Rohan Ghuge

5 papers · 2021–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

ICML (3) AISTATS (1) NeurIPS (1)

Top co-authors

viswanath nagarajan (4) Arpit Agarwal (2) Rayen Tan (1) Sahil Singla (1) Anupam Gupta (1) Vidya Muthukumar (1)

Research topics

Machine Learning (5) Mathematics & Optimization (5) Optimization (5) Optimization & Theory (3) Learning Types (2) Artificial Intelligence (1) Core AI (1) Core Methods (1)

Keywords

adaptive algorithm (2) pairwise comparison (2) regret bound (2) dueling bandit (2) submodular optimization (2) robot navigation (1) sequential decision (1) batch algorithms (1) online algorithm (1) approximation algorithm (1) no-regret algorithm (1) recommendation system (1) informative path planning (1) limited adaptivity (1) condorcet winner (1) submodular cover (1) batched algorithm (1) lipschitz property (1) batched learning (1) oracle efficient (1)

Papers

Improved and Oracle-Efficient Online ℓ_1-Multicalibration ICML 2025 Informative Path Planning with Limited Adaptivity AISTATS 2024 An Asymptotically Optimal Batched Algorithm for the Dueling Bandit Problem NeurIPS 2022 Batched Dueling Bandits ICML 2022 The Power of Adaptivity for Stochastic Submodular Cover ICML 2021