Johan Hallberg Szabadváry

12 papers Journal 6Unranked 6
YearRankTypeTitle / Venue / Authors
2026 — conf
Application of Confidence and Probabilistic Models to Practical Problems.
The Importance of Being Learnable
Lars Carlsson, Johan Hallberg Szabadváry, Ernst Ahlberg, James Gammerman
2026 J jnl
Beyond conformal predictors: Adaptive Conformal Inference with confidence predictors.
Pattern Recognit.
Johan Hallberg Szabadváry, Tuwe Löfström
2026 J jnl
Conformal Blindness: A Note on A-Cryptic change-points.
CoRR
Johan Hallberg Szabadváry
2025 J jnl
Classification with Reject Option: Distribution-free Error Guarantees via Conformal Prediction.
CoRR
Johan Hallberg Szabadváry, Tuwe Löfström, Ulf Johansson, Cecilia Sönströd, Ernst Ahlberg, Lars Carlsson
2025 — conf
Conformal LLM Multi-label Text Classification with Binary Relevance Approach.
COPA
Viktor Örnbratt, Johan Hallberg Szabadváry
2025 — conf
Conformal Predictive Decision Making: A Comparative Study with Bayesian and Point-Predictive Methods.
COPA
Simon Lanngren, Martin Toremark, Johan Hallberg Szabadváry
2025 — conf
online-cp: a Python Package for Online Conformal Prediction, Conformal Predictive Systems and Conformal Test Martingales.
COPA
Johan Hallberg Szabadváry, Tuwe Löfström, Rudy Matela
2024 — conf
Adaptive Conformal Inference for Multi-Step Ahead Time-Series Forecasting Online.
COPA
Johan Hallberg Szabadváry
2024 J jnl
Adaptive Conformal Inference for Multi-Step Ahead Time-Series Forecasting Online.
CoRR
Johan Hallberg Szabadváry
2024 J jnl
Ensured: Explanations for Decreasing the Epistemic Uncertainty in Predictions.
CoRR
Helena Löfström, Tuwe Löfström, Johan Hallberg Szabadváry
2024 J jnl
Nothing Conformal about Adaptive Conformal Inference.
CoRR
Johan Hallberg Szabadváry
2023 — conf
Evaluation of conformal-based probabilistic forecasting methods for short-term wind speed forecasting.
COPA
Simon Althoff, Johan Hallberg Szabadváry, Jonathan Anderson, Lars Carlsson