Aravind Reddy

Employment

• Indian Institute of Technology Madras Principal Project Scientist
  2025 - Present
• Indian Institute of Technology Hyderabad Visiting Assistant Professor
  2024 - 2025
• Broad Institute Postdoctoral Associate
  2023 - 2024
• Adobe Systems (United States) Research Scientist Intern
  2022 - 2022
• Adobe Systems (United States) Research Scientist Intern
  2021 - 2021
• Universite Paris Diderot Intern
  2017 - 2017
• National University of Singapore Intern
  2016 - 2016

Education

• Northwestern University PhD
  2018 - 2023
• Northwestern University MS
  2018 - 2021
• Indian Institute of Technology Kanpur BTech
  2014 - 2018

Projects & Funding

Projects & funding information is unavailable.

Publications (9)

• DiRe: Diversity-promoting Regularization for Dataset Condensation
  2025
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• Online Adaptive Mahalanobis Distance Estimation
  Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023 2023 DOI: 10.1109/BigData59044.2023.10386869
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• Online Adaptive Mahalanobis Distance Estimation ∗
  arXiv 2023 DOI: 10.48550/arXiv.2309.01030
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• Adaptive and Dynamic Multi-Resolution Hashing for Pairwise Summations
  Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022 2022 DOI: 10.1109/BigData55660.2022.10020385
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• Dynamic Tensor Product Regression
  Advances in Neural Information Processing Systems 2022
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• One-Pass Algorithms for MAP Inference of Nonsymmetric Determinantal Point Processes
  Proceedings of Machine Learning Research 2022
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• Beyond Perturbation Stability: LP Recovery Guarantees for MAP Inference on Noisy Stable Instances
  Proceedings of Machine Learning Research 2021
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• Online map inference and learning for nonsymmetric determinantal point processes
  arXiv 2021 DOI: 10.48550/arxiv.2111.14674
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• Improved guarantees for k-means++ and k-means++ parallel
  Advances in Neural Information Processing Systems 2020
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