Frédéric Berdoz

5 papers · 2023–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) ❓ The Questioner

Venues

AAAI (3) IJCAI (1) NeurIPS (1)

Top co-authors

Roger Wattenhofer (4) Luca A Lanzendörfer (1) Mohammad Mohammadi Amiri (1) Peer Rheinboldt (1) Yann Vonlanthen (1) Nick Tuninga (1) Dustin Brunner (1) Ramesh Raskar (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Application Areas (2) Core AI (2) Optimization & Theory (2) Computer Vision (1) Data Science & Analytics (1) Natural Language Processing (1) Analysis (1) Applications (1) Learning Types (1) Resources & Methods (1)

Keywords

adversarial learning (1) adversarial robustness (1) knowledge distillation (1) privacy preservation (1) data valuation (1) neural network optimization (1) efficient computing (1) ai safety (1) autonomous agent (1) spatial reasoning (1) speculative decoding (1) model acceleration (1) recommender system (1) ai alignment (1) language model inference (1) diversity measurement (1) relevance estimation (1) task-agnostic learning (1) object retrieval (1) large language model (1)

Papers

Steering Pretrained Drafters During Speculative Decoding AAAI 2026 Text-to-Scene with Large Reasoning Models AAAI 2026 Recommender Systems for Democracy: Toward Adversarial Robustness in Voting Advice Applications IJCAI 2025 Can an AI Agent Safely Run a Government? Existence of Probably Approximately Aligned Policies NeurIPS 2024 Fundamentals of Task-Agnostic Data Valuation AAAI 2023