Debayan Gupta

Employment

• Ashoka University Faculty
  2019 - Present

Education

• Yale University PhD
  2011 - 2016
• Yale University MS
  2010 - 2011
• St. Xavier's College B.Sc.
  2006 - 2009

Projects & Funding

Projects & funding information is unavailable.

Publications (51)

• DOES ORDER MATTER: CONNECTING THE LAW OF ROBUSTNESS TO ROBUST GENERALIZATION
  Arxiv 2026 0 citations DOI: 10.48550/arXiv.2602.20971
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• JOINT 3D GRAVITY AND MAGNETIC INVERSION VIA RECTIFIED FLOW AND GINZBURG-LANDAU GUIDANCE
  Arxiv 2026 0 citations DOI: 10.48550/arXiv.2603.06829
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• OSCILLATORS ARE ALL YOU NEED: IRREGULAR TIME SERIES MODELLING VIA DAMPED HARMONIC OSCILLATORS WITH CLOSED-FORM SOLUTIONS
  Arxiv 2026 0 citations DOI: 10.48550/arXiv.2602.12139
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• PHYSICS AWARE NEURAL NETWORKS: DENOISING FOR MAGNETIC NAVIGATION
  Arxiv 2026 0 citations DOI: 10.48550/arXiv.2602.13690
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• Adaptive forecasting of antiretroviral therapy demand using machine learning in India’s national HIV programme
  2026 0 citations DOI: 10.64898/2026.08.25.26361170
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• On the (In)Significance of Feature Selection in High-Dimensional Datasets
  Research Square 2025 0 citations DOI: 10.21203/rs.3.rs-7192153/v1
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• Visual Concept Networks: A Graph-Based Approach to Detecting Anomalous Data in Deep Neural Networks
  Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics 2025 0 citations DOI: 10.1007/978-981-97-8702-9_15
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• Robust Prediction of Patient-Specific Cancer Hallmarks Using Neural Multi-Task Learning: a model development and validation study
  Biorxiv 2025 0 citations DOI: 10.1101/2025.02.03.636380
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• On the (In)Significance of Feature Selection in High-Dimensional Datasets
  Arxiv 2025 DOI: 10.48550/arXiv.2508.03593
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• ObjMST: Object-focused multimodal style transfer
  Pattern Recognition Letters 2025 1 citation DOI: 10.1016/j.patrec.2025.02.033
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