Pradeep Ravikumar

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Architecture Design (Transformers, SSMs, MoE) (1)Interpretability & Mechanistic Interp (1)

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C. Squires (1)Chandler Squires (1)Pradeep Ravikumar (1)

Papers (1)

Apr 27, 2026

C. Squires +33w ago

A Unifying Framework for Unsupervised Concept Extraction

Concept extraction's identifiability problem just got a lot easier, thanks to a new framework that turns guarantee proofs into set intersection problems.

C. Squires, Chandler Squires, Pradeep Ravikumar +1

Architecture Design (Transformers, SSMs, MoE)Interpretability & Mechanistic Interp

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Pradeep Ravikumar

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)