Jasper Dekoninck

5 papers · 2024–2025 · 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 (13) 🐣 Hot Topic Early Bird

Venues

ICLR (2) ICML (2) NeurIPS (1)

Top co-authors

Martin Vechev (5) Maximilian Baader (2) Mark Niklas Müller (1) Marc Fischer (1) Mislav Balunovic (1) Luca Beurer-Kellner (1) Ivo Petrov (1) Nikola Jovanović (1)

Research topics

Artificial Intelligence (4) Core AI (4) Machine Learning (2) Natural Language Processing (2) Optimization & Theory (2) Resources & Methods (2) Deep Learning (1) Application Areas (1) Bayesian & Probabilistic (1) Generation (1) Learning Types (1) Models (1)

Keywords

large language model (3) model selection (1) bias detection (1) llm evaluation (1) model comparison (1) data contamination (1) statistical detection (1) performance inflation (1) model composition (1) speculative sampling (1) human evaluation (1) maximum a posteriori estimation (1) contamination detection (1) controlled text generation (1) toxicity reduction (1) preference dataset (1) cost-performance trade-off (1) statistical method (1) performance measurement (1) constructive proofs (1)

Papers

A Unified Approach to Routing and Cascading for LLMs ICML 2025 MathConstruct: Challenging LLM Reasoning with Constructive Proofs ICML 2025 Polyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation ICLR 2025 ConStat: Performance-Based Contamination Detection in Large Language Models NeurIPS 2024 Controlled Text Generation via Language Model Arithmetic ICLR 2024