Aditya Challa

Employment

• Indian Institute of Science Postdoc
  2019 - Present
• Indian Statistical Institute Research Fellow
  2014 - 2019

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (42)

• Quantile Activation: Correcting a failure mode of traditional ML models
  Transactions on Machine Learning Research 2025
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• A Radon–Nikodým Perspective on Anomaly Detection: Theory and Implications
  Arxiv 2025 DOI: 10.48550/arXiv.2502.18002
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• A Granger-Causal Perspective on Gradient Descent with Application to Pruning
  Arxiv 2024 DOI: 10.48550/arXiv.2412.03035
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• A Novel Approach to Regularising 1NN classifier for Improved Generalization
  Arxiv 2024 DOI: 10.48550/arXiv.2402.08405
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• A Program-Synthesis Challenge for ARC-Like Tasks
  Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics 2024 DOI: 10.1007/978-3-031-55630-2_3
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• QuantProb: Generalizing Probabilities along with Predictions for a Pre-trained Classifier
  Proceedings of Machine Learning Research 2024
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• Quantile Activation: Correcting a failure mode of traditional ML models
  Arxiv 2024 DOI: 10.48550/arXiv.2405.11573
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• mTanaaw: A System for Assessment and Analysis of Mental Health with Wearables
  2024 16th International Conference on Communication Systems and Networks Comsnets 2024 2024 DOI: 10.1109/COMSNETS59351.2024.10427432
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• (POSTER) Insights from Executing TinyML Models on Smartphones and Microcontrollers
  Proceedings 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things Dcoss Iot 2023 2023 DOI: 10.1109/DCOSS-IoT58021.2023.00026
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• QuantProb: Generalizing Probabilities along with Predictions for a Pre-trained Classifier
  Arxiv 2023 DOI: 10.48550/arXiv.2304.12766
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