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Shubham Gupta

Shubham Gupta

Visiting Researcher

Agentic Harness & Defenses

I am a PhD affiliated with MILA, supervised by Prof Pascal Germain and Prof Cem Subakan at University of Laval. In my previous avatars, I have been a research scientist at Descript, and machine learning Engineer at Google. I have a wide range of research interests, with an increased focus on interpretability pertaining to generic ML models, LLMs, and multimodal foundation models.

Intérêts
  • Natural Language Processing
  • Generative Models
  • Explainability

Publications

Hierarchical Retrieval at Scale: Bridging Transparency and Efficiency. Shubham Gupta, Zichao Li, Tianyi Chen, Cem Subakan, Siva Reddy, Perouz Taslakian, Valentina Zantedeschi. At International Conference on Machine Learning (ICML),  2026.

Article Citation Code Vidéo

Hierarchical Retrieval at Scale: Bridging Transparency and Efficiency. Shubham Gupta, Zichao Li, Tianyi Chen, Cem Subakan, Siva Reddy, Perouz Taslakian, Valentina Zantedeschi. At Workshop at the International Conference of Machine Learning (ICML),  2026.

Article Citation Vidéo