Minorics, Lenon

9 publications

TMLR 2025 νSAM: Memory-Efficient Sharpness-Aware Minimization via Nuclear Norm Constraints Thomas Pethick, Parameswaran Raman, Lenon Minorics, Mingyi Hong, Shoham Sabach, Volkan Cevher

AISTATS 2024 Quantifying Intrinsic Causal Contributions via Structure Preserving Interventions Dominik Janzing, Patrick Blöbaum, Atalanti A Mastakouri, Philipp M Faller, Lenon Minorics, Kailash Budhathoki

AISTATS 2023 Manifold Restricted Interventional Shapley Values Muhammad Faaiz Taufiq, Patrick Blöbaum, Lenon Minorics

ICLR 2023 Unsupervised Model Selection for Time Series Anomaly Detection Mononito Goswami, Cristian Ignacio Challu, Laurent Callot, Lenon Minorics, Andrey Kan

AISTATS 2022 Testing Granger Non-Causality in Panels with Cross-Sectional Dependencies Lenon Minorics, Caner Turkmen, David Kernert, Patrick Bloebaum, Laurent Callot, Dominik Janzing

UAI 2022 Causal Forecasting: Generalization Bounds for Autoregressive Models Leena Chennuru Vankadara, Philipp Michael Faller, Michaela Hardt, Lenon Minorics, Debarghya Ghoshdastidar, Dominik Janzing

ICML 2022 Causal Structure-Based Root Cause Analysis of Outliers Kailash Budhathoki, Lenon Minorics, Patrick Bloebaum, Dominik Janzing

NeurIPSW 2022 Quantifying Causal Contribution in Rare Event Data Ali Caner Turkmen, Dominik Janzing, Oleksandr Shchur, Lenon Minorics, Laurent Callot

AISTATS 2020 Feature Relevance Quantification in Explainable AI: A Causal Problem Dominik Janzing, Lenon Minorics, Patrick Bloebaum