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Achievements

Achievement: Pull SharkAchievement: Starstruck

Achievements

Achievement: Pull SharkAchievement: Starstruck

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if-loops/README.md

CV at a glance

  • 2nd year PhD candidate at Univ. of Cambridge focusing on Machine Unlearning
  • Currently interning at IBM Research in the AI Security and Privacy team
  • Prev. associate at BCG and co-founder of an ESA BIC funded deep tech startup

Full CV: LinkedIn

Recent Publications (non-exhaustive)

Visual Title Authorship Venue
poison_wide Potion: Towards Poison Unlearning First Preprint
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
image Identifying contributors to manufacturing outcomes in a multi-echelon setting: a decentralised uncertainty quantification approach First ECML PKDD 2023 Workshop
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:

->Author highlighter scholar

Pinned Loading

  1. towards_poison_unlearning towards_poison_unlearning Public

    Potion: Towards Poison Unlearning

    Shell

  2. selective-synaptic-dampening selective-synaptic-dampening Public

    Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening

    Python 36 8

  3. adaptive-selective-synaptic-dampening adaptive-selective-synaptic-dampening Public

    Jupyter Notebook 1

  4. 3L-CVRP 3L-CVRP Public

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

    Jupyter Notebook 2 1

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

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

    Jupyter Notebook 17

  6. Data-Science-Karaoke Data-Science-Karaoke Public

    Teambuilding game for DS teams (takes ca. 1h for 4 presentations with 2-4 people per group)