Abhimanyu Hans

Binoculars. [ICML 2024] Binoculars: Zero-Shot Detection of LLM-Generated Text

goldfish-loss. [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs

ActiveLearning. Active Learning is a subset of ML wherein a learner aims to minimize the sample complexity with the means of interactively querying the user/oracle for the ground label. We implement and benchmark 2 active learning strategies and 1 application strategy from Active Learning literature.

Self-Tech-Blog. This repository contains pedagogical blog posts and notes written by me.

Multi-Armted-Bandit. Implementation of Greedy, Epsilon-Greedy, and Upper Confidence Bound algorithms along with their empirical performance analysis.