Author

Kushal Chakrabarti

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#machine learning Sep 2026

On-the-go Forgetting without Explicit Unlearning via ERASE

Existing unlearning approaches typically rely on post hoc weight adaptation or distillation, leading to duplicated memory costs, degraded generalization, and limited scalability. In this work, we introduce ERASE, Erasure via Reconstructive Adversarial Signal Editing, a framework for on-the-go forgetting that suppresses...

Kushal Chakrabarti, Mayank Baranwal · Trans. Mach. Learn. Res. · 0 citations

Preprint Aug 2026

Why Does CLAUDE.md Keep Growing? Catastrophic Remembering in Agentic Coding

The resulting divergence catastrophic remembering is named: the inverse of catastrophic forgetting around which continual learning is organized, the inverse of catastrophic forgetting around which continual learning is organized.

Kushal Chakrabarti · 2 citations