Debarghya Ghoshdastidar

Employment

• Technische Universität München Assistant Professor
  2019 - Present
• Eberhard Karls Universität Tübingen Postdoctoral researcher
  2016 - 2019

Education

• Indian Institute of Science Ph.D.
  2012 - 2017
• Indian Institute of Science Masters
  2010 - 2012
• Jadavpur University Bachelors
  2006 - 2010

Projects & Funding

Projects & funding information is unavailable.

Publications (40)

• Robustness Certificates for Neural Networks Against Data Poisoning and Evasion Attacks
  IEEE Open Journal of Control Systems 2026 DOI: 10.1109/OJCSYS.2026.3689712
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• ALPHA: Active Learning with PAC-Bayesian Theory for Android Malware Detection
  2026 DOI: 10.1145/3779208.3807494
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• Tight PAC-Bayesian Risk Certificates for Contrastive Learning
  SIAM Journal on Mathematics of Data Science 2025 DOI: 10.1137/24M1715283
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• A consistent estimator for confounding strength
  Mathematical Statistics and Learning 2024 DOI: 10.4171/msl/47
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• Improved Representation Learning Through Tensorized Autoencoders
  Proceedings of Machine Learning Research 2023
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• Wasserstein Projection Pursuit of Non-Gaussian Signals
  arXiv 2023 DOI: 10.48550/arXiv.2302.12693
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• GRAPHON BASED CLUSTERING AND TESTING OF NETWORKS: ALGORITHMS AND THEORY
  ICLR 2022 - 10th International Conference on Learning Representations 2022
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• REPRESENTATION POWER OF GRAPH CONVOLUTIONS: NEURAL TANGENT KERNEL ANALYSIS
  arXiv 2022 DOI: 10.48550/arXiv.2210.09809
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• Interpolation and Regularization for Causal Learning
  arXiv 2022
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• Graph-based prediction of missing KPIs through optimization and random forests for KPI systems
  Production Engineering 2022 DOI: 10.1007/s11740-022-01179-y
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