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Achievements

Achievement: Pull SharkAchievement: Starstruck

Achievements

Achievement: Pull SharkAchievement: Starstruck

Highlights

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if-loops/README.md

CV at a glance

  • Final year PhD candidate at Univ. of Cambridge focusing on Machine Unlearning and LLM agents
  • Prev. AI Security and Privacy Research Intern at IBM Research
  • Prev. Associate at BCG and co-founder of an ESA BIC funded deep tech startup

Full CV: LinkedIn

Recent Publications (non-exhaustive)

Machine Unlearning

Visual Title Authorship Venue
poison_wide Potion: Towards Poison Unlearning First Journal of Data-Centric Machine Learning Research (DMLR)
image Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening Equal Contrib. AAAI 2024
image Loss-Free Machine Unlearning Equal Contrib. ICLR 2024 Tiny Paper
image Parameter-Tuning-Free Data Entry Error Unlearning with Adaptive Selective Synaptic Dampening First Preprint
image Zero-Shot Machine Unlearning at Scale via Lipschitz Regularization 3rd Preprint

Approx. Bayesian Ensembling & Transformers for combinatorial optimization

Visual Title Authorship Venue
Screenshot 2024-08-16 at 14 56 29 Identifying contributors to manufacturing outcomes in a multi-echelon setting: a decentralised uncertainty quantification approach First IEEE Transactions on Industrial Informatics
packing Using Reinforcement Learning for the Three-Dimensional Loading Capacitated Vehicle Routing Problem First IJCAI 2023 Workshop

Full Google Scholar publication list: Google Scholar

A tiny thing I made to make Google Scholar better:

Visual Link
scholar Author highlighter

Pinned Loading

  1. selective-synaptic-dampening selective-synaptic-dampening Public

    [AAAI, ICLR TP] Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening

    Python 40 8

  2. jwf40/Information-Theoretic-Unlearning jwf40/Information-Theoretic-Unlearning Public

    Code for the paper 'An Information Theoretic Approach to Machine Unlearning'

    Jupyter Notebook 20

  3. towards_poison_unlearning towards_poison_unlearning Public

    [DMLR] Potion: Towards Poison Unlearning

    Shell 1

  4. adaptive-selective-synaptic-dampening adaptive-selective-synaptic-dampening Public

    Jupyter Notebook 3

  5. 3L-CVRP 3L-CVRP Public

    IJCAI 2023 WOSEPCO: RL for the Three-Dimensional Loading Capacitated Vehicle Routing Problem

    Jupyter Notebook 3 1

  6. gpt-4o-system-prompt gpt-4o-system-prompt Public

    o1 and GPT-4o system prompts

    3 2