Florian Schäfer

49 papers A* 3A 1C 3Journal 36Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Bootstrap Perspective on Stochastic Gradient Descent. CoRR Hongjian Lan, Yucong Liu, Florian Schäfer
2025	J	`jnl`	Lightning-fast Boundary Element Method. ACM Trans. Graph. Jiong Chen, Florian Schäfer, Mathieu Desbrun
2025	J	`jnl`	Maximum likelihood discretization of the transport equation. CoRR Brook Eyob, Florian Schäfer
2025	J	`jnl`	Optimal Krylov On Average. CoRR Qi Luo, Florian Schäfer
2025	A	`conf`	Simulating many-engine spacecraft: Exceeding 1 quadrillion degrees of freedom via information geometric regularization. SC Benjamin Wilfong, Anand Radhakrishnan, Henry Le Berre, Daniel Vickers, Tanush Prathi, Nikolaos Tselepidis, Benedikt Dorschner, Reuben D. Budiardja, Brian Cornille, Stephen Abbott, Florian Schäfer, Spencer H. Bryngelson
2025	J	`jnl`	Simulating many-engine spacecraft: Exceeding 100 trillion grid points via information geometric regularization and the MFC flow solver. CoRR Benjamin Wilfong, Anand Radhakrishnan, Henry Le Berre, Nikolaos Tselepidis, Benedikt Dorschner, Reuben D. Budiardja, Brian Cornille, Stephen Abbott, Florian Schäfer, Spencer H. Bryngelson
2024	J	`jnl`	Fast macroscopic forcing method. J. Comput. Phys. Spencer H. Bryngelson, Florian Schäfer, Jessie Liu, Ali Mani
2024	J	`jnl`	Lightning-fast Method of Fundamental Solutions. ACM Trans. Graph. Jiong Chen, Florian Schäfer, Mathieu Desbrun
2024	J	`jnl`	Sparse Recovery of Elliptic Solvers from Matrix-Vector Products. SIAM J. Sci. Comput. Florian Schäfer, Houman Owhadi
2023	J	`jnl`	A framework for AI-based self-adaptive cyber-physical process systems. it Inf. Technol. Achim Guldner, Maximilian Hoffmann, Christian Lohr, Rüdiger Machhamer, Lukas Malburg, Marlies Morgen, Stephanie C. Rodermund, Florian Schäfer, Lars Schaupeter, Jens Schneider, Felix Theusch, Ralph Bergmann, Guido Dartmann, Norbert Kuhn, Stefan Naumann, Ingo J. Timm, Matthias Vette-Steinkamp, Benjamin Weyers
2023	A*	`conf`	Competitive Physics Informed Networks. ICLR Qi Zeng, Yash Kothari, Spencer H. Bryngelson, Florian Schäfer
2023	J	`jnl`	InRank: Incremental Low-Rank Learning. CoRR Jiawei Zhao, Yifei Zhang, Beidi Chen, Florian Schäfer, Anima Anandkumar
2023	J	`jnl`	Information geometric regularization of the barotropic Euler equation. CoRR Ruijia Cao, Florian Schäfer
2023	J	`jnl`	Sparse Cholesky Factorization for Solving Nonlinear PDEs via Gaussian Processes. CoRR Yifan Chen, Houman Owhadi, Florian Schäfer
2023	J	`jnl`	Sparse Cholesky factorization by greedy conditional selection. CoRR Stephen Huan, Joseph Guinness, Matthias Katzfuss, Houman Owhadi, Florian Schäfer
2023	J	`jnl`	Variational sparse inverse Cholesky approximation for latent Gaussian processes via double Kullback-Leibler minimization. CoRR Jian Cao, Myeongjong Kang, Felix Jimenez, Huiyan Sang, Florian Schäfer, Matthias Katzfuss
2022	J	`jnl`	Competitive Physics Informed Networks. CoRR Qi Zeng, Spencer H. Bryngelson, Florian Schäfer
2022	J	`jnl`	ZerO Initialization: Initializing Neural Networks with only Zeros and Ones. Trans. Mach. Learn. Res. Jiawei Zhao, Florian Schäfer, Anima Anandkumar
2021	J	`jnl`	Compression, Inversion, and Approximate PCA of Dense Kernel Matrices at Near-Linear Computational Complexity. Multiscale Model. Simul. Florian Schäfer, Timothy John Sullivan, Houman Owhadi
2021	J	`jnl`	Multiscale cholesky preconditioning for ill-conditioned problems. ACM Trans. Graph. Jiong Chen, Florian Schäfer, Jin Huang, Mathieu Desbrun
2021	J	`jnl`	Polymatrix Competitive Gradient Descent. CoRR Jeffrey Ma, Alistair Letcher, Florian Schäfer, Yuanyuan Shi, Anima Anandkumar
2021	—	`conf`	Robust Reinforcement Learning: A Constrained Game-theoretic Approach. L4DC Jing Yu, Clement Gehring, Florian Schäfer, Animashree Anandkumar
2021	J	`jnl`	Sparse Cholesky Factorization by Kullback-Leibler Minimization. SIAM J. Sci. Comput. Florian Schäfer, Matthias Katzfuss, Houman Owhadi
2021	J	`jnl`	Sparse recovery of elliptic solvers from matrix-vector products. CoRR Florian Schäfer, Houman Owhadi
2021	J	`jnl`	ZerO Initialization: Initializing Residual Networks with only Zeros and Ones. CoRR Jiawei Zhao, Florian Schäfer, Anima Anandkumar
2020	J	`jnl`	Comparison of Meta-Heuristics for the Planning of Meshed Power Systems. CoRR Florian Schäfer, Jan-Hendrik Menke, Martin Braun
2020	J	`jnl`	Competitive Mirror Descent. CoRR Florian Schäfer, Anima Anandkumar, Houman Owhadi
2020	J	`jnl`	Evaluating Machine Learning Models for the Fast Identification of Contingency Cases. CoRR Florian Schäfer, Jan-Hendrik Menke, Martin Braun
2020	A*	`conf`	Implicit competitive regularization in GANs. ICML Florian Schäfer, Hongkai Zheng, Animashree Anandkumar
2020	J	`jnl`	Sparse Cholesky factorization by Kullback-Leibler minimization. CoRR Florian Schäfer, Matthias Katzfuss, Houman Owhadi
2019	J	`jnl`	A simplified and efficient particle swarm optimization algorithm considering particle diversity. Clust. Comput. Ya Bi, Mei Xiang, Florian Schäfer, Alan Lebwohl, Cunfa Wang
2019	A*	`conf`	Competitive Gradient Descent. NeurIPS Florian Schäfer, Anima Anandkumar
2019	J	`jnl`	Competitive Gradient Descent. CoRR Florian Schäfer, Anima Anandkumar
2019	J	`jnl`	Implicit competitive regularization in GANs. CoRR Florian Schäfer, Hongkai Zheng, Anima Anandkumar
2019	J	`jnl`	Multiresolution operator decomposition for flow simulation in fractured porous media. J. Comput. Phys. Qingfu Zhang, Houman Owhadi, Jun Yao, Florian Schäfer, Zhaoqin Huang, Yang Li
2018	J	`jnl`	An efficient open-source implementation to compute the Jacobian matrix for the Newton-Raphson power flow algorithm. CoRR Florian Schäfer, Martin Braun
2018	—	`conf`	An efficient open-source implementation to compute the jacobian matrix for the Newton-Raphson power flow algorithm. ISGT Europe Florian Schäfer, Martin Braun
2018	—	`conf`	Contingency Analysis of Power Systems with Artificial Neural Networks. SmartGridComm Florian Schäfer, Jan-Hendrik Menke, Martin Braun
2018	J	`jnl`	Image Extrapolation for the Time Discrete Metamorphosis Model: Existence and Applications. SIAM J. Imaging Sci. Alexander Effland, Martin Rumpf, Florian Schäfer
2018	—	`conf`	Performing a Virtual Field Test of a New Monitoring Method for Smart Power Grids. SmartGridComm Jan-Hendrik Menke, Florian Schäfer, Martin Braun
2017	J	`jnl`	Compression, inversion, and approximate PCA of dense kernel matrices at near-linear computational complexity. CoRR Florian Schäfer, Timothy John Sullivan, Houman Owhadi
2017	J	`jnl`	Pandapower - an Open Source Python Tool for Convenient Modeling, Analysis and Optimization of Electric Power Systems. CoRR Leon Thurner, Alexander Scheidler, Florian Schäfer, Jan-Hendrik Menke, Julian Dollichon, Friederike Meier, Steffen Meinecke, Martin Braun
2017	—	`conf`	Time Discrete Extrapolation in a Riemannian Space of Images. SSVM Alexander Effland, Martin Rumpf, Florian Schäfer
2017	—	`conf`	Word importance-based similarity of documents metric (WISDM): Fast and scalable document similarity metric for analysis of scientific documents. WOSP@JCDL Viktor Botev, Kaloyan Marinov, Florian Schäfer
2013	J	`jnl`	HEAP: A Highly Efficient Adaptive multi-Processor framework. Microprocess. Microsystems Luciano Lavagno, Mihai T. Lazarescu, Ioannis Papaefstathiou, Andreas Brokalakis, Johan Walters, Bart Kienhuis, Florian Schäfer
2012	C	`conf`	FASTCUDA: Open Source FPGA Accelerator & Hardware-Software Codesign Toolset for CUDA Kernels. DSD Iakovos Mavroidis, Ioannis Mavroidis, Ioannis Papaefstathiou, Luciano Lavagno, Mihai T. Lazarescu, Eduardo de la Torre, Florian Schäfer
2012	C	`conf`	HEAP: A Highly Efficient Adaptive Multi-processor Framework. DSD Luciano Lavagno, Mihai T. Lazarescu, Ioannis Papaefstathiou, Andreas Brokalakis, Johan Walters, Bart Kienhuis, Florian Schäfer
2009	C	`conf`	Reuse of a HW/SW coverification environment during the refinement process of a functional C model down to an executable HW/SW specification. FDL Markus Winterholer, Florian Schäfer
2009	J	`jnl`	The Causative Alternation. Lang. Linguistics Compass Florian Schäfer