Nipun Batra

3 papers · 2022–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🏆 Keyword Champion (2)

Venues

AAAI (2) NeurIPS (1)

Top co-authors

Zeel B Patel (2) Harsh M Patel (1) Rijurekha Sen (1) Sayan Ranu (1) Sachin Chauhan (1) Palak Purohit (1) Vinayak Rana (1) Zeel Bharatkumar Patel (1) Shivam Sahni (1)

Research topics

Machine Learning (3) Core Methods (2) Artificial Intelligence (1) Data Science & Analytics (1) Bayesian & Probabilistic · Artificial Intelligence (1) Bayesian & Probabilistic · Machine Learning (1) Methods (1) Optimization & Theory (1)

Keywords

spatial interpolation (2) continuous optimization (1) gaussian process (1) mutual information (1) sensor networks (1) time series forecasting (1) spatio-temporal data (1) air quality inference (1) feature imputation (1) kernel methods (1) mobile sensor (1) non-stationary kernel (1) air quality monitoring (1) particulate matter (1) air pollution forecasting (1) batch training (1) air quality (1) temporal periodicity (1) gradient-based optimization (1) optimal sensor placement (1)

Papers

Scalable Air-Quality Sensor Placement via Gradient-Based Mutual Information Maximization AAAI 2026 AirDelhi: Fine-Grained Spatio-Temporal Particulate Matter Dataset From Delhi For ML based Modeling NeurIPS 2023 Accurate and Scalable Gaussian Processes for Fine-Grained Air Quality Inference AAAI 2022