Christian Arnold

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All published works

Action	Title	Year	Authors
+ PDF Chat	Structuring Quantitative Image Analysis with Object Prominence	2024	Christian Arnold Andreas Küpfer
+ PDF Chat	How Alignment Helps Make the Most of Multimodal Data	2024	Christian Arnold Andreas Küpfer
+ PDF Chat	The role of hyperparameters in machine learning models and how to tune them	2024	Christian Arnold Luka Biedebach Andreas Küpfer Marcel Neunhoeffer
+	Really Useful Synthetic Data -- A Framework to Evaluate the Quality of Differentially Private Synthetic Data	2020	Christian Arnold Marcel Neunhoeffer
+	Multistage fuzzy control using trapezoidal membership functions and dynamic programming	2012	Christian Arnold Steven Lambeck Christoph Ament
+	A fuzzy concept for climate management in preventive conservation: An approach to define and manage climate setpoints using fuzzy decision making	2011	Christian Arnold Steven Lambeck Christoph Ament

Common Coauthors

Coauthor	Papers Together
Andreas Küpfer	3
Steven Lambeck	2
Marcel Neunhoeffer	2
Christoph Ament	2
Luka Biedebach	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	The Elements of Statistical Learning	2001	Trevor Hastie J. Friedman Robert Tibshirani	1
+	Linguistic hedges on trapezoidal fuzzy sets: a revisit	2002	Javier G. Marín-Blázquez Qiang Shen	1
+	None	2003	Uzay Kaymak João M. C. Sousa	1
+	The Design of Experiments	1935	Ronald Aylmer Fisher	1
+ PDF Chat	Global Measures of Data Utility for Microdata Masked for Disclosure Limitation	2009	Mi‐Ja Woo Jerome P. Reiter Anna Oganian Alan F. Karr	1
+ PDF Chat	Multiple-Imputation Inferences with Uncongenial Sources of Input	1994	Xiao‐Li Meng	1
+	Fuzzy Dynamic Programming: Basic Issues and Problem Classes	2001	Janusz Kacprzyk Augustine O. Esogbue	1
+	Estimating Risks of Identification Disclosure in Microdata	2005	Jerome P. Reiter	1
+ PDF Chat	The Multiple Adaptations of Multiple Imputation	2007	Jerome P. Reiter Trivellore E. Raghunathan	1
+	Sampling With Synthesis: A New Approach for Releasing Public Use Census Microdata	2010	Jörg Drechsler Jerome P. Reiter	1
+	Fuzzy decision making including unequal objectives	1978	Ronald R. Yager	1
+	Scikit-learn: Machine Learning in Python	2012	Fabián Pedregosa Gaël Varoquaux Alexandre Gramfort Vincent Michel Bertrand Thirion Olivier Grisel Mathieu Blondel Peter Prettenhofer Ron J. Weiss Vincent Dubourg	1
+	A fuzzy concept for climate management in preventive conservation: An approach to define and manage climate setpoints using fuzzy decision making	2011	Christian Arnold Steven Lambeck Christoph Ament	1
+	A sensitivity-based analysis of weighted fuzzy aggregation	2002	Uzay Kaymak H.R. van Nauta Lemke T. den Boer	1
+	Multistage control of a fuzzy system using a genetic algorithm	2002	Janusz Kacprzyk	1
+ PDF Chat	Multiple Imputation After 18+ Years	1996	Donald B. Rubin	1
+ PDF Chat	The ASA Statement on <i>p</i>-Values: Context, Process, and Purpose	2016	Ronald L. Wasserstein Nicole A. Lazar	1
+	Model-based Differentially Private Data Synthesis	2016	Fang Liu	1
+	THE GENERALIZED SELECTION: AN ALTERNATIVE WAY FOR THE QUOTIENT OPERATIONS IN FUZZY RELATIONAL DATABASES	1995	Juan-Carlos Cubero Juan Miguel Medina Olga Pons M.A. Vila	1
+	Categorical Reparameterization with Gumbel-Softmax	2016	Eric Jang Shixiang Gu Ben Poole	1
+	The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables	2016	Chris J. Maddison Andriy Mnih Yee Whye Teh	1
+ PDF Chat	Rényi Differential Privacy	2017	Ilya Mironov	1
+ PDF Chat	What Can We Learn from Predictive Modeling?	2017	Skyler Cranmer Bruce Desmarais	1
+ PDF Chat	Comparative Study of Differentially Private Data Synthesis Methods	2020	Claire McKay Bowen Fang Liu	1
+	Tunability: Importance of Hyperparameters of Machine Learning Algorithms	2018	Philipp Probst Bernd Bischl Anne‐Laure Boulesteix	1
+	Bayesian Non-Parametric Generation Of Fully Synthetic Multivariate Categorical Data in the Presence of Structural Zeros	2018	Daniel Manrique‐Vallier Jingchen Hu	1
+ PDF Chat	Statistical Rituals: The Replication Delusion and How We Got There	2018	Gerd Gigerenzer	1
+	Some Clarifications Regarding Fully Synthetic Data	2018	Jörg Drechsler	1
+	The future of statistical disclosure control	2018	Mark Elliot Josep Domingo‐Ferrer	1
+ PDF Chat	Hypothesis testing for topological data analysis	2017	Andrew P. Robinson Katharine Turner	1
+ PDF Chat	General and Specific Utility Measures for Synthetic Data	2018	Joshua Snoke Gillian Raab Beata Nowok Chris Dibben Aleksandra Slavković	1
+ PDF Chat	Privacy-Preserving Adversarial Networks	2019	Ardhendu Tripathy Ye Wang Prakash Ishwar	1
+ PDF Chat	A Metric Learning Reality Check	2020	Kevin Musgrave Serge Belongie Ser-Nam Lim	1
+	Enhancing Validity in Observational Settings When Replication is Not Possible	2017	Christopher J. Fariss Zachary Jones	1
+ PDF Chat	Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges	2023	Bernd Bischl Martin Binder Michel Lang Tobias Pielok Jakob Richter Stefan Coors Janek Thomas Theresa Ullmann Marc Becker Anne‐Laure Boulesteix	1
+	Disclosure risk and data utility for partially synthetic data: an empirical study using the german IAB establishment survey	2009	Jörg Drechsler Jerome P. Reiter	1
+	Flexible Imputation of Missing Data	2012	Stef van Buuren	1