Prathamesh Dharangutte

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

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Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5)

Venues

AAAI (2) AISTATS (2) COLT (1) ICML (1) NeurIPS (1)

Top co-authors

Chen Wang (3) Christopher Musco (2) Jie Gao (2) Vladimir braverman (2) Ruobin Gong (2) Rajesh Jayaram (1) Vihan Shah (1) Fang-Yi Yu (1) Samson Zhou (1) Yubo Zhang (1)

Research topics

Mathematics & Optimization (6) Optimization (5) Machine Learning (4) Computer Science (3) Mathematics (3) Security & Privacy (2) Application Areas (2) Core Methods (2) Differential Privacy (2) Foundations (2) Data Science & Analytics (1) Applications (1) Optimization & Theory (1) Systems (1)

Keywords

approximation algorithm (2) differential privacy (2) markov chain monte carlo (1) query complexity (1) coresets (1) correlation clustering (1) privacy-preserving data release (1) numerical linear algebra (1) k-median (1) inverse problem (1) dynamic graph (1) adaptive adversary (1) optimization method (1) first-order optimization (1) fair clustering (1) matrix-vector multiplication (1) trace estimation (1) range query (1) minimum spanning tree (1) input perturbation (1)

Papers

Differentially Private Range Queries with Correlated Input Perturbation AISTATS 2025 Fully Dynamic Adversarially Robust Correlation Clustering in Polylogarithmic Update Time AISTATS 2025 Relative Error Fair Clustering in the Weak-Strong Oracle Model ICML 2025 Metric Clustering and MST with Strong and Weak Distance Oracles COLT 2024 Integer Subspace Differential Privacy AAAI 2023 Dynamic Trace Estimation NeurIPS 2021 Graph Learning for Inverse Landscape Genetics AAAI 2021