Lenon Minorics

16 papers A* 2A 5Journal 8Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	EWoRA: Expert Weighted Low-Rank Adaptation for Heterogeneous Data. IJCNLP-AACL (Findings) Harsh Kohli, Helian Feng, Lenon Minorics, Bhoomit Vasani, Xin He, Ali Kebarighotbi
2025	J	`jnl`	νSAM: Memory-Efficient Sharpness-Aware Minimization via Nuclear Norm Constraints. Trans. Mach. Learn. Res. Thomas Pethick, Parameswaran Raman, Lenon Minorics, Mingyi Hong, Shoham Sabach, Volkan Cevher
2024	A	`conf`	Quantifying intrinsic causal contributions via structure preserving interventions. AISTATS Dominik Janzing, Patrick Blöbaum, Atalanti-Anastasia Mastakouri, Philipp Michael Faller, Lenon Minorics, Kailash Budhathoki
2023	A	`conf`	Manifold Restricted Interventional Shapley Values. AISTATS Muhammad Faaiz Taufiq, Patrick Blöbaum, Lenon Minorics
2023	J	`jnl`	Manifold Restricted Interventional Shapley Values. CoRR Muhammad Faaiz Taufiq, Patrick Blöbaum, Lenon Minorics
2023	A*	`conf`	Unsupervised Model Selection for Time Series Anomaly Detection. ICLR Mononito Goswami, Cristian I. Challu, Laurent Callot, Lenon Minorics, Andrey Kan
2022	A	`conf`	Causal forecasting: generalization bounds for autoregressive models. UAI Leena Chennuru Vankadara, Philipp Michael Faller, Michaela Hardt, Lenon Minorics, Debarghya Ghoshdastidar, Dominik Janzing
2022	A*	`conf`	Causal structure-based root cause analysis of outliers. ICML Kailash Budhathoki, Lenon Minorics, Patrick Blöbaum, Dominik Janzing
2022	J	`jnl`	Correcting Confounding via Random Selection of Background Variables. CoRR You-Lin Chen, Lenon Minorics, Dominik Janzing
2022	A	`conf`	Testing Granger Non-Causality in Panels with Cross-Sectional Dependencies. AISTATS Lenon Minorics, Ali Caner Türkmen, David Kernert, Patrick Blöbaum, Laurent Callot, Dominik Janzing
2022	J	`jnl`	Unsupervised Model Selection for Time-series Anomaly Detection. CoRR Mononito Goswami, Cristian Challu, Laurent Callot, Lenon Minorics, Andrey Kan
2021	J	`jnl`	Causal Forecasting: Generalization Bounds for Autoregressive Models. CoRR Leena C. Vankadara, Philipp Michael Faller, Lenon Minorics, Debarghya Ghoshdastidar, Dominik Janzing
2020	A	`conf`	Feature relevance quantification in explainable AI: A causal problem. AISTATS Dominik Janzing, Lenon Minorics, Patrick Blöbaum
2020	J	`jnl`	Quantifying causal contribution via structure preserving interventions. CoRR Dominik Janzing, Patrick Blöbaum, Lenon Minorics
2019	J	`jnl`	Causal structure based root cause analysis of outliers. CoRR Dominik Janzing, Kailash Budhathoki, Lenon Minorics, Patrick Blöbaum
2019	J	`jnl`	Feature relevance quantification in explainable AI: A causality problem. CoRR Dominik Janzing, Lenon Minorics, Patrick Blöbaum