David Neumann - RankMe

29 papers B 1Journal 17Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Privacy Preserving System for Movie Recommendations Using Federated Learning. Trans. Recomm. Syst. David Neumann, Andreas Lutz, Karsten Müller, Wojciech Samek
2023	J	`jnl`	A Privacy Preserving System for Movie Recommendations using Federated Learning. CoRR David Neumann, Andreas Lutz, Karsten Müller, Wojciech Samek
2022	J	`jnl`	Finding and removing Clever Hans: Using explanation methods to debug and improve deep models. Inf. Fusion Christopher J. Anders, Leander Weber, David Neumann, Wojciech Samek, Klaus-Robert Müller, Sebastian Lapuschkin
2021	J	`jnl`	Software for Dataset-wide XAI: From Local Explanations to Global Insights with Zennit, CoRelAy, and ViRelAy. CoRR Christopher J. Anders, David Neumann, Wojciech Samek, Klaus-Robert Müller, Sebastian Lapuschkin
2021	—	`—`	Transceiver Design for Large Scale Communication Systems (Entwurf von Sende- und Empfangssignalverarbeitung für hochdimensionale Kommunikationssysteme) David Neumann
2020	J	`jnl`	DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks. IEEE J. Sel. Top. Signal Process. Simon Wiedemann, Heiner Kirchhoffer, Stefan Matlage, Paul Haase, Arturo Marbán, Talmaj Marinc, David Neumann, Tung Nguyen, Heiko Schwarz, Thomas Wiegand, Detlev Marpe, Wojciech Samek
2020	B	`conf`	Deepcabac: Plug & Play Compression of Neural Network Weights and Weight Updates. ICIP David Neumann, Felix Sattler, Heiner Kirchhoffer, Simon Wiedemann, Karsten Müller, Heiko Schwarz, Thomas Wiegand, Detlev Marpe, Wojciech Samek
2020	J	`jnl`	Risk Estimation of SARS-CoV-2 Transmission from Bluetooth Low Energy Measurements. CoRR Felix Sattler, Jackie Ma, Patrick Wagner, David Neumann, Markus Wenzel, Ralf Schäfer, Wojciech Samek, Klaus-Robert Müller, Thomas Wiegand
2020	J	`jnl`	Risk estimation of SARS-CoV-2 transmission from bluetooth low energy measurements. npj Digit. Medicine Felix Sattler, Jackie Ma, Patrick Wagner, David Neumann, Markus Wenzel, Ralf Schäfer, Wojciech Samek, Klaus-Robert Müller, Thomas Wiegand
2019	J	`jnl`	Analyzing ImageNet with Spectral Relevance Analysis: Towards ImageNet un-Hans'ed. CoRR Christopher J. Anders, Talmaj Marinc, David Neumann, Wojciech Samek, Klaus-Robert Müller, Sebastian Lapuschkin
2019	J	`jnl`	DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks. CoRR Simon Wiedemann, Heiner Kirchhoffer, Stefan Matlage, Paul Haase, Arturo Marbán, Talmaj Marinc, David Neumann, Tung Nguyen, Ahmed Osman, Detlev Marpe, Heiko Schwarz, Thomas Wiegand, Wojciech Samek
2019	J	`jnl`	DeepCABAC: Context-adaptive binary arithmetic coding for deep neural network compression. CoRR Simon Wiedemann, Heiner Kirchhoffer, Stefan Matlage, Paul Haase, Arturo Marbán, Talmaj Marinc, David Neumann, Ahmed Osman, Detlev Marpe, Heiko Schwarz, Thomas Wiegand, Wojciech Samek
2018	J	`jnl`	A Bilinear Equalizer for Massive MIMO Systems. IEEE Trans. Signal Process. David Neumann, Thomas Wiese, Michael Joham, Wolfgang Utschick
2018	J	`jnl`	Covariance Matrix Estimation in Massive MIMO. IEEE Signal Process. Lett. David Neumann, Michael Joham, Wolfgang Utschick
2018	J	`jnl`	Learning the MMSE Channel Estimator. IEEE Trans. Signal Process. David Neumann, Thomas Wiese, Wolfgang Utschick
2018	—	`conf`	Machine Learning for Channel Estimation from Compressed Measurements. ISWCS Michael Koller, Christoph Hellings, Michael Knoedlseder, Thomas Wiese, David Neumann, Wolfgang Utschick
2017	J	`jnl`	A Generalized Matched Filter Framework for Massive MIMO Systems. CoRR David Neumann, Thomas Wiese, Michael Joham, Wolfgang Utschick
2017	J	`jnl`	Covariance Matrix Estimation in Massive MIMO. CoRR David Neumann, Michael Joham, Wolfgang Utschick
2017	—	`conf`	Deep Channel Estimation. WSA David Neumann, Thomas Wiese, Wolfgang Utschick
2017	—	`conf`	Joint covariance matrix estimation and pilot allocation in massive MIMO systems. ICC David Neumann, Kamel Shibli, Michael Joham, Wolfgang Utschick
2017	J	`jnl`	Learning the MMSE Channel Estimator. CoRR David Neumann, Thomas Wiese, Wolfgang Utschick
2016	—	`conf`	CDI Rate-balancing with Per-base-station Constraints. WSA David Neumann, Andreas Gründinger, Michael Joham, Wolfgang Utschick
2016	—	`conf`	Pilot Coordination in CDI Precoded Massive MIMO Systems. WSA Samuele Zoppi, Michael Joham, David Neumann, Wolfgang Utschick
2015	J	`jnl`	Channel Estimation in Massive MIMO Systems. CoRR David Neumann, Michael Joham, Wolfgang Utschick
2015	—	`conf`	Low-Complexity Computation of LMMSE Channel Estimates in Massive MIMO. WSA David Neumann, Michael Joham, Lorenz Weiland, Wolfgang Utschick
2015	—	`conf`	Rate-balancing in massive MIMO using statistical precoding. SPAWC David Neumann, Andreas Gründinger, Michael Joham, Wolfgang Utschick
2014	—	`conf`	On the amount of training in coordinated massive MIMO systems. SAM David Neumann, Andreas Gründinger, Michael Joham, Wolfgang Utschick
2014	—	`conf`	Pilot Coordination for Large-Scale Multi-Cell TDD Systems. WSA David Neumann, Andreas Gründinger, Michael Joham, Wolfgang Utschick
2014	—	`conf`	Suppression of pilot-contamination in massive MIMO systems. SPAWC David Neumann, Michael Joham, Wolfgang Utschick