publications

2026

  1. AAAI
    Steering Pretrained Drafters during Speculative Decoding
    Frédéric Berdoz, Peer Rheinboldt, and Roger Wattenhofer
    In 40th Conference on Artificial Intelligence (AAAI), 2026
    PDF
  2. AAAI
    Text-to-Scene with Large Reasoning Models
    Frédéric Berdoz, Luca Lanzendörfer, Nick Tuninga, and 1 more author
    In 40th Conference on Artificial Intelligence (AAAI), 2026
    PDF
  3. AIGOV@AAAI
    Data Attribution in Large Language Models via Bidirectional Gradient Optimization
    Frédéric Berdoz, Luca Lanzendörfer, Kaan Bayraktar, and 1 more author
    In Third International AI Governance Workshop (AIGOV@AAAI), 2026
    PDF

2025

  1. IJCAI
    Recommender Systems for Democracy: Toward Adversarial Robustness in Voting Advice Applications
    Frédéric Berdoz, Dustin Brunner, Yann Vonlanthen, and 1 more author
    In 34th International Joint Conference on Artificial Intelligence (IJCAI), 2025
    PDF Poster Slides

2024

  1. NeurIPS
    Can an AI Agent Safely Run a Government? Existence of Probably Approximately Aligned Policies
    Frédéric Berdoz, and Roger Wattenhofer
    In 38th Conference on Neural Information Processing Systems (NeurIPS), 2024
    PDF Poster Slides

2023

  1. AAAI
    Fundamentals of Task-Agnostic Data Valuation
    Mohammad Mohammadi Amiri, Frédéric Berdoz, and Ramesh Raskar
    In 37th Conference on Artificial Intelligence (AAAI), 2023
    PDF

2022

  1. DMLW@NeurIPS
    Scalable Collaborative Learning via Representation Sharing
    Frédéric Berdoz, Abhishek Singh, Martin Jaggi, and 1 more author
    In Workshop on Decentralization and Trustworthy Machine Learning in Web3 (TSRML@NeurIPS), 2022
    PDF